Detecting Depression Using Single-Channel EEG and Graph Methods

Article

Zhu, Guohun, Qiu, Tong, Ding, Yi, Gao, Shang, Zhao, Nan, Liu, Feng, Zhou, Xujuan and Gururajan, Raj. 2022. "Detecting Depression Using Single-Channel EEG and Graph Methods." Mathematics. 10 (22), pp. 1-10. https://doi.org/10.3390/math10224177
Article Title

Detecting Depression Using Single-Channel EEG and Graph Methods

ERA Journal ID213646
Article CategoryArticle
AuthorsZhu, Guohun (Author), Qiu, Tong (Author), Ding, Yi (Author), Gao, Shang (Author), Zhao, Nan (Author), Liu, Feng (Author), Zhou, Xujuan (Author) and Gururajan, Raj (Author)
Journal TitleMathematics
Journal Citation10 (22), pp. 1-10
Article Number4177
Number of Pages10
Year2022
PublisherMDPI AG
Place of PublicationSwitzerland
ISSN2227-7390
Digital Object Identifier (DOI)https://doi.org/10.3390/math10224177
Web Address (URL)https://www.mdpi.com/2227-7390/10/22/4177
Abstract

Objective: This paper applies graph methods to distinguish major depression disorder (MDD) and healthy (H) subjects using the graph features of single-channel electroencephalogram (EEG) signals. Methods: Four network features—graph entropy, mean degree, degree two, and degree three—were extracted from the 19-channel EEG signals of 64 subjects (26 females and 38 males), and then these features were forwarded to a support vector machine to conduct depression classification based on the eyes-open and eyes-closed statuses, respectively. Results: Statistical analysis showed that graph features with degree of two and three, the graph entropy of MDD was significantly lower than that for H (p < 0.0001). Additionally, the accuracy of detecting MDD using single-channel T4 EEG with leave-one-out cross-validation from H was 89.2% and 92.0% for the eyes-open and eyes-closed statuses, respectively. Conclusion: This study shows that the graph features of a short-term EEG can help assess and evaluate MDD. Thus, single-channel EEG signals can be used to detect depression in subjects. Significance: Graph feature analysis discovered that MDD is more related to the temporal lobe than the frontal lobe.

Keywordsmental health; classification; isolate nodes; graph entropy; mean degree
ANZSRC Field of Research 2020461199. Machine learning not elsewhere classified
Institution of OriginUniversity of Southern Queensland
Byline AffiliationsUniversity of Queensland
University of Queensland
School of Business
SRM Institute of Science and Technology, India
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Oh, Shu Lih, Jahmunah, V., Arunkumar, N., Abdulhay, Enas W., Gururajan, Raj, Kadri, Nahrizul, Ciaccio, Edward J., Cheong, Kang Hao and Acharya, U. Rajendra. 2021. "A novel automated autism spectrum disorder detection system." Complex and Intelligent Systems. 7 (5), pp. 2399-2413. https://doi.org/10.1007/s40747-021-00408-8
An automated skin melanoma detection system with melanoma-index based on entropy features
Cheong, Kang Hao, Tang, Kenneth Jian Wei, Zhao, Xinxing, Koh, Joel En Wei, Faust, Oliver ., Gururajan, Raj, Ciaccio, Edward J., Rajinikanth, V. and Acharya, U. Rajendra. 2021. "An automated skin melanoma detection system with melanoma-index based on entropy features." Biocybernetics and Biomedical Engineering. 41 (3), pp. 997-1012. https://doi.org/10.1016/j.bbe.2021.05.010
The Adoption of Mobile Technologies in Healthcare: The Perceptions of Healthcare Professionals Regarding Knowledge Management Practices in Developing Countries
Chowdhury, Avijit, Hafeez-Baig, Abdul, Gururajan, Raj and Sharif, Mirza Akmal. 2020. "The Adoption of Mobile Technologies in Healthcare: The Perceptions of Healthcare Professionals Regarding Knowledge Management Practices in Developing Countries." Stephanidis, Constantine, Salvendy, Gavriel, Wei, June, Yamamoto, Sakae, Mori, Hirohiko, Meiselwitz, Gabriele, Nah, Fiona Fui-Hoon and Siau, Keng (ed.) 22nd Human-Computer Interaction International Conference (HCI International 2020). Copenhagen, Denmark 19 - 24 Jul 2020 Switzerland. https://doi.org/10.1007/978-3-030-60152-2_5
The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "The modeling of human facial pain intensity based on Temporal Convolutional Networks trained with video frames in HSV color space." Applied Soft Computing. 97 (Part A), pp. 1-14. https://doi.org/10.1016/j.asoc.2020.106805
Ensemble neural network approach detecting pain intensity from facial expressions
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffrey, Whittaker, Frank and Wang, Hua. 2020. "Ensemble neural network approach detecting pain intensity from facial expressions." Artificial Intelligence in Medicine. 109, pp. 1-12. https://doi.org/10.1016/j.artmed.2020.101954
A survey on text classification and its applications
Zhou, Xujuan, Gururajan, Raj, Li, Yuefeng, Venkataraman, Revathi, Tao, Xiaohui, Bargshady, Ghazala, Barua, Prabal D. and Kondalsamy-Chennakesavan, Srinivas. 2020. "A survey on text classification and its applications." Web Intelligence. 18 (2), pp. 205-216. https://doi.org/10.3233/WEB-200442
From Traceability to Provenance of Agricultural Products through Blockchain
Zhou, Xiong, Zheng, Fang, Zhou, Xujuan, Chan, Ka Ching, Gururajan, Raj, Wu, Zhangguang and Zhou, Enxing. 2020. "From Traceability to Provenance of Agricultural Products through Blockchain." Web Intelligence. 18 (3), pp. 181-189. https://doi.org/10.3233/WEB-200440
Automated prediction of sepsis using temporal convolutional network
Kok, Christopher, Jahmunah, V., Oh, Shu Lih, Zhou, Xujuan, Gururajan, Raj, Tao, Xiaohui, Cheong, Kang Hao, Gururajan, Rashmi, Molinari, Filippo and Acharya, U. Rajendra. 2020. "Automated prediction of sepsis using temporal convolutional network." Computers in Biology and Medicine. 127, pp. 1-10. https://doi.org/10.1016/j.compbiomed.2020.103957
Classification of malignant and benign lung nodule and prediction of image label class using multi-deep model
Zia, Muahammad Bilal, Zhao, Juan Juan, Zhou, Xujuan, Xiao, Ning, Wang, Jiawen and Khan, Ammad. 2020. "Classification of malignant and benign lung nodule and prediction of image label class using multi-deep model." International Journal of Advanced Computer Science and Applications. 11 (3), pp. 35-41.
The effect of talent management processes on knowledge creation: a case of Australian higher education
Mohammed, Atheer Abdullah, Hafeez Baig, Abdul and Gururajan, Raj. 2019. "The effect of talent management processes on knowledge creation: a case of Australian higher education." Journal of Industry-University Collaboration. 1 (3), pp. 132-152. https://doi.org/10.1108/JIUC-05-2019-0010
Association between work-related features and coronary artery disease: a heterogeneous hybrid feature selection integrated with balancing approach
Nasarian, Elham, Abdar, Moloud, Fahami, Mohammad Amin, Alizadehsani, Roohallah, Hussain, Sadiq, Basiri, Mohammad Ehsan, Zomorodi-Moghadam, Mariam, Zhou, Xujuan, Plawiak, Pawel, Acharya, U. Rajendra, Tan, Ru-San and Sarrafzadegan, Nizal. 2020. "Association between work-related features and coronary artery disease: a heterogeneous hybrid feature selection integrated with balancing approach." Pattern Recognition Letters. 133, pp. 33-40. https://doi.org/10.1016/j.patrec.2020.02.010
Enhanced deep learning algorithm development to detect pain intensity from facial expression images
Bargshady, Ghazal, Zhou, Xujuan, Deo, Ravinesh C., Soar, Jeffery, Whittaker, Frank and Wang, Hua. 2020. "Enhanced deep learning algorithm development to detect pain intensity from facial expression images." Expert Systems with Applications. 149, pp. 1-10. https://doi.org/10.1016/j.eswa.2020.113305
A comprehensive analysis of adverb types for mining user sentiments on Amazon product reviews
Chauhan, Ummara Ahmed, Afzal, Muhammad Tanvir, Shahid, Abdul, Abdar, Moloud, Basiri, Mohammad Ehsan and Zhou, Xujuan. 2020. "A comprehensive analysis of adverb types for mining user sentiments on Amazon product reviews." World Wide Web. 23 (3), pp. 1811-1829. https://doi.org/10.1007/s11280-020-00785-z
Understanding the factors that influence brand-image of a business school brand: a recruiters prospective
Kavuri, Srinivas Phani, Hafeez-Baig, Abdul, Gururajan, Raj and Bhotta, Dinakar. 2019. "Understanding the factors that influence brand-image of a business school brand: a recruiters prospective." Kerr, Don, Blake, Jacqueline, Wang, Mingzhong and Tham, Aaron (ed.) 24th Annual Conference of the Asia Pacific DecisionSciences Institute: Technology Supporting People and Decision Making. Brisbane, Australia 15 - 18 Jul 2019 Brisbane, QLD, Australia.
Improving Sentiment Polarity Detection Through Target Identification
Basiri, Mohammad Ehsan, Abdar, Moloud, Kabiri, Arman, Nemati, Shahla, Zhou, Xujuan, Allahbakhshi, Forough and Yen, Neil Y.. 2020. "Improving Sentiment Polarity Detection Through Target Identification." IEEE Transactions on Computational Social Systems. 7 (1), pp. 113-128. https://doi.org/10.1109/TCSS.2019.2951326
Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease
Zomorodi-Moghadam, Mariam, Abdar, Moloud, Davarzani, Zohreh, Zhou, Xujuan, Pławiak, Pawel and Acharya, U. Rajendra. 2021. "Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease." Expert Systems: the journal of knowledge engineering. 38 (1), pp. 1-17. https://doi.org/10.1111/exsy.12485
Insights into relevant knowledge extraction techniques: a comprehensive review
Shahid, Abdul, Afzal, Muhammad Tanvir, Abdar, Moloud, Basiri, Mohammad Ehsan, Zhou, Xujuan, Yen, Neil Y. and Chang, Jia‑Wei. 2020. "Insights into relevant knowledge extraction techniques: a comprehensive review." Journal of Supercomputing. 76 (3), pp. 1695-1733. https://doi.org/10.1007/s11227-019-03009-y
Simulation study on passive buildings’ demand incentive based on evolutionary game
Liu, Kai, Zhou, Hongmin, Kou, Yuanyuan, Zhang, Jiabao, Zhou, Xujuan and Zhang, Xiantang. 2019. "Simulation study on passive buildings’ demand incentive based on evolutionary game." Journal of Intelligent and Fuzzy Systems. 37, pp. 3163-3174. https://doi.org/10.3233/JIFS-179118
Prevalence of Hepatitis B Virus Infection in Shenzhen, China, 2015–2018
Tao, Jian, Zhang, Weimin, Yue, Huakui, Zhu, Guohun, Wu, Wenyuan, Gong, Wenbo, Fang, Honghui, He, Guirong, Hu, Xiaoyun, Zhao, Hongyue and Liu, Aiqin. 2019. "Prevalence of Hepatitis B Virus Infection in Shenzhen, China, 2015–2018 ." Scientific Reports. 9. https://doi.org/10.1038/s41598-019-50173-5
An exploratory qualitative research to address processes that are utilised for managing knowledge: a case study in a Queensland regional University
Mohammed, Atheer Abdullah, Hafeez-Baig, Abdul and Gururajan, Raj. 2019. "An exploratory qualitative research to address processes that are utilised for managing knowledge: a case study in a Queensland regional University." International Journal of Higher Education and Sustainability. 2 (3), pp. 173-196. https://doi.org/10.1504/IJHES.2019.101954
Deep learning model for detection of pain intensity from facial expression
Soar, Jeffrey, Bargshady, Ghazal, Zhou, Xujuan and Whittaker, Frank. 2018. "Deep learning model for detection of pain intensity from facial expression." Mokhtari, Mounir, Abdulrazak, Bessam and Aloulou, Hamdi (ed.) 16th International Conference on Smart Homes and Health Telematics: Designing a Better Future: Urban Assisted Living (ICOST 2018). Singapore 10 - 12 Jul 2018 Cham, Switzerland. https://doi.org/10.1007/978-3-319-94523-1_22
A novel framework for distress detection through an automated speech processing system
Rana, Rajib, Gururajan, Raj, Mackenzie, Geraldine, Dunn, Jeff, Gray, Anthony, Zhou, Xujuan, Barua, Prabal Datta, Epps, Julien and Humphris, Gerald Michael. 2018. "A novel framework for distress detection through an automated speech processing system." 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018). Santiago, Chile 03 - 06 Dec 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/WI.2018.00-29
Determination of factors influencing student engagement using a learning management system in a tertiary setting
Barua, Prabal Datta, Zhou, Xujuan, Gururajan, Raj and Chan, Ka C.. 2018. "Determination of factors influencing student engagement using a learning management system in a tertiary setting." 2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2018). Santiago, Chile 03 - 06 Dec 2018 Los Alamitos, CA, United States. https://doi.org/10.1109/WI.2018.00-30
A qualitative research to explore practices that are utilised for managing talent development in the higher education environment: a case study in six Australian universities
Mohammed, Atheer Abdullah, Hafeez-Baig, Abdul and Gururajan, Raj. 2019. "A qualitative research to explore practices that are utilised for managing talent development in the higher education environment: a case study in six Australian universities." Journal of Industry-University Collaboration. 1 (1), pp. 24-37. https://doi.org/10.1108/JIUC-02-2019-003
Automated screening for distress: A perspective for the future
Rana, Rajib, Latif, Siddique, Gururajan, Raj, Gray, Anthony, Mackenzie, Geraldine, Humphris, Gerald and Dunn, Jeff. 2019. "Automated screening for distress: A perspective for the future." European Journal of Cancer Care. 28 (4). https://doi.org/10.1111/ecc.13033
A qualitative research to explore processes that are utilized for managing talent: a case study in a Queensland regional university University
Mohammed, Atheer Abdullah, Hafeez-Baig, Abdul and Gururajan, Raj. 2018. "A qualitative research to explore processes that are utilized for managing talent: a case study in a Queensland regional university University." Australian Academy of Business and Economics Review. 4 (3), pp. 188-200.
A new nested ensemble technique for automated diagnosis of breast cancer
Abdar, Moloud, Zomorodi-Moghadam, Mariam, Zhou, Xujuan, Gururajan, Raj, Tao, Xiaohui, Barua, Prabal D. and Gururajan, Rashmi. 2020. "A new nested ensemble technique for automated diagnosis of breast cancer." Pattern Recognition Letters. https://doi.org/10.1016/j.patrec.2018.11.004
Exploring processes that are used for managing knowledge in the higher education environment: a case study in a Queensland regional university
Mohammed, Atheer Abdullah, Hafeez-Baig, Abdul and Gururajan, Raj. 2018. "Exploring processes that are used for managing knowledge in the higher education environment: a case study in a Queensland regional university." International Journal of Business and Economic Affairs. 3 (2), pp. 73-90. https://doi.org/10.24088/IJBEA-2018-32004
A joint deep neural network model for pain recognition from face
Bargshady, Ghazal, Soar, Jeffrey, Zhou, Xujuan, Deo, Ravinesh, Whittaker, Frank and Wang, Hua. 2019. "A joint deep neural network model for pain recognition from face." 4th IEEE International Conference on Computer and Communication Systems (ICCCS 2019). Singapore 23 - 25 Feb 2019 Singapore. pp. 52-56 https://doi.org/10.1109/CCOMS.2019.8821779
Primarily investigating into the relationship between talent management and knowledge management in business environment
Mohammed, Atheer Abdullah, Gururajan, Raj and Hafeez-Baig, Abdul. 2017. "Primarily investigating into the relationship between talent management and knowledge management in business environment." 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017). Leipzig, Germany 23 - 26 Aug 2017 New York, United States. https://doi.org/10.1145/3106426.3109444
Factors impacting employee engagement on enterprise social media
Sankaran, Prema, Bheeman, Sankaran, Priya, K. Hari, Zhou, Xujuan and Gururajan, Raj. 2017. "Factors impacting employee engagement on enterprise social media." 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017). Leipzig, Germany 23 - 26 Aug 2017 New York, United States. https://doi.org/10.1145/3106426.3115865
A Cross - layer Optimization of Video Transmission Based on Packet Loss Rate in 802.11e Wireless Networks
Zhou, Xujuan, Soar, Jeffrey, Gururajan, Raj, Wu, Zhangguang and Wu, Weimin. 2017. "A Cross - layer Optimization of Video Transmission Based on Packet Loss Rate in 802.11e Wireless Networks." 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017). Leipzig, Germany 23 - 26 Aug 2017 United States. https://doi.org/10.1145/3106426.3109445
Coupling topic modelling in opinion mining for social media analysis
Zhou, Xujuan, Tao, Xiaohui, Rahman, Md Mostafijur and Zhang, Ji. 2017. "Coupling topic modelling in opinion mining for social media analysis." 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2017). Leipzig, Germany 23 - 26 Aug 2017 New York, United States. https://doi.org/10.1145/3106426.3106459
An empirical study to determine factors that motivate and limit the implementation of ICT in healthcare environments
Hafeez-Baig, Abdul and Gururajan, Raj. 2013. "An empirical study to determine factors that motivate and limit the implementation of ICT in healthcare environments." Deng, Hepu and Standing, Craig (ed.) 24th Australasian Conference on Information Systems (ACIS 2013). Melbourne, Australia 04 - 06 Dec 2013 Melbourne, Australia.
The determinants for the use of wireless system in traditional Chinese hospital
Su, Ying and Gururajan, Raj. 2009. "The determinants for the use of wireless system in traditional Chinese hospital." Luo, Ql and Tan, Honghua (ed.) WNIS 2009: International Conference on Wireless Networks and Information Systems. Shanghai, China 28 - 29 Dec 2009 United States. https://doi.org/10.1109/WNIS.2009.102
Adoption of mobile devices in the Australian healthcare: a conceptual framework approach
Rani Sood, Vasundhara, Gururajan, Raj, Hafeez-Baig, Abdul and Wickramasinghe, Nilmini. 2017. "Adoption of mobile devices in the Australian healthcare: a conceptual framework approach." Wickramasinghe, Nilmini (ed.) Handbook of research on healthcare administration and management. Hershey, PA, United States. IGI Global. pp. 662-685
Analysis and classification of sleep stages based on difference visibility graphs from a single-channel EEG signal
Zhu, Guohun, Li, Yan and Wen, Peng (Paul). 2014. "Analysis and classification of sleep stages based on difference visibility graphs from a single-channel EEG signal." IEEE Journal of Biomedical and Health Informatics. 18 (6), pp. 1813-1821. https://doi.org/10.1109/JBHI.2014.2303991
Filtering and sophisticated data processing for web information gathering
Li, Yuefeng, Zhong, Ning, Zhou, Xujuan and Wu, Sheng-Tang. 2007. "Filtering and sophisticated data processing for web information gathering." Kryszkiewicz, M. (ed.) 2007 International Conference on Rough Sets and Intelligent Systems Paradigms (RSEISP 2007). Warsaw, Poland 28 - 30 Jun 2007 Berlin, Germany.
Integration of information filtering and data mining process for web information retrieval
Zhou, Xujuan, Li, Yuefeng, Bruza, Peter and Xu, Yue. 2007. "Integration of information filtering and data mining process for web information retrieval." Spink, Amanda, Turpin, Andrew and Wu, Mingfang (ed.) 12th Australasian Document Computing Symposium (ADCS 2007). Melbourne, Australia 10 Dec 2007 Melbourne, Australia.
Towards context-sensitive domain ontology extraction
Lau, Raymond Y. K., Hao, Jin Xing, Tang, Maolin and Zhou, Xujuan. 2007. "Towards context-sensitive domain ontology extraction." 40th Annual Hawaii International Conference on System Sciences (HICSS40). Hawaii, United States 03 - 06 Jan 2007 Los Alamitos, CA. United States. https://doi.org/10.1109/HICSS.2007.570
Two-stage model for information filtering
Zhou, Xujuan, Li, Yuefeng, Bruza, Peter, Xu, Yue and Lau, Raymond Y. K.. 2008. "Two-stage model for information filtering." 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2008). Sydney, Australia 09 - 12 Dec 2008 Sydney, NSW, Australia. https://doi.org/10.1109/WIIAT.2008.390
Pattern taxonomy mining for information filtering
Zhou, Xujuan, Li, Yuefeng, Bruza, Peter, Xu, Yue and Lau, Raymond Y. K.. 2008. "Pattern taxonomy mining for information filtering." Wobcke, W. and Zhang, M. (ed.) AI 2008: 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence . Auckland, New Zealand 01 - 05 Dec 2008 Berlin, Germany. https://doi.org/10.1007/978-3-540-89378-3_42
Rough sets based reasoning and pattern mining for a two-stage information filtering system
Zhou, Xujuan, Li, Yuefeng, Bruza, Peter, Xu, Yue and Lau, Raymaon Y. K.. 2010. "Rough sets based reasoning and pattern mining for a two-stage information filtering system." 19th ACM International Conference on Information and Knowledge Management (CIKM 2010). Toronto, Canada 26 - 30 Oct 2010 New York, NY. United States. https://doi.org/10.1145/1871437.1871639
Classifying epileptic EEG signals with delay permutation entropy and multi-scale K-means
Zhu, Guohun, Li, Yan, Wen, Peng (Paul) and Wang, Shuaifang. 2015. "Classifying epileptic EEG signals with delay permutation entropy and multi-scale K-means." Sun, Changming, Bednarz, Tomasz, Pham, Tuan D., Vallotton, Pascal and Wang, Dadong (ed.) Signal and image analysis for biomedical and life sciences. United States. Springer. pp. 143-157
An experimental analysis of assessor specific bias in a programming assessment in multi-assessor scenarios utilizing an eye tracker
Debnath, Tanmoy, Paul, Manoranjan, Chakraborty, Subrata, Podder, Pallab Kanti, Gururajan, Raj and Hafeez-Baig, Abdul. 2016. "An experimental analysis of assessor specific bias in a programming assessment in multi-assessor scenarios utilizing an eye tracker." Shoniregun, Charles A. and Akmayeva, Galyna A. (ed.) London International Conference on Education (LICE-2016). London, United Kingdom 14 - 17 Nov 2016 London, United Kingdom.
Sequential pattern mining and nonmonotonic reasoning for intelligent information agents
Lau, Raymond Y. K., Li, Yuefeng, Wu, Sheng-Tang and Zhou, Xujuan. 2007. "Sequential pattern mining and nonmonotonic reasoning for intelligent information agents." International Journal of Pattern Recognition and Artificial Intelligence. 21 (4), pp. 773-789. https://doi.org/10.1142/S0218001407005673
Study to investigate factors influencing adoption of mobile devices in the health care environment
Rani Sood, Vasundhara, Hafeez-Baig, Abdul and Gururajan, Raj. 2016. "Study to investigate factors influencing adoption of mobile devices in the health care environment." European Conference on Information Systems (ECIS 2016). Istanbul, Turkey 12 - 15 Jun 2016
Pattern mining for a two-stage information filtering system
Zhou, Xujuan, Li, Yuefeng, Bruza, Peter, Xu, Yue and Lau, Raymond Y. K.. 2011. "Pattern mining for a two-stage information filtering system." Huang , J.Z., Cao, L. and Srivastava , J. (ed.) 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011). Shenzhen, China 24 - 27 May 2011 Germany. Springer. https://doi.org/10.1007/978-3-642-20841-6_30
Exercise, Diet Counselling, and Management for the Adults with Diabetes Mellitus: An Indian Case Study
Pathy, Dharnini, Gururajan, Raj, Hafeez-Baig, Abdul, Wickramasinghe, Nilmini and Gururajan, Rashmi. 2016. "Exercise, Diet Counselling, and Management for the Adults with Diabetes Mellitus: An Indian Case Study ." Wickramasignhe, Nilmini, Troshani, Indrit and Tan, Joseph (ed.) Contemporary consumer health informatics. Switzerland. Springer. pp. 15-52
Reliability of qualitative data using text analysis: a Queensland Health case study
Gururajan, Raj, Clark, Kevin, Moller, Suan, Sankaran, Prema, Hafeez Baig, Abdul, Wickramasinghe, Nilmini and Gururajan, Rashmi. 2016. "Reliability of qualitative data using text analysis: a Queensland Health case study." Wickramasinghe, Nilmini, Troshani, I. and Tan, J. (ed.) Contemporary Consumer Health Informatics. Switzerland. Springer. pp. 1-13
Reliability of qualitative data using text analysis: a Queensland Health case study
Gururajan, Raj, Hafeez-Baig, Abdul, Clark, Kevin, Moller, Susan and Sankaran, Prema. 2014. "Reliability of qualitative data using text analysis: a Queensland Health case study." 3rd International Conference on Eco-friendly Computing and Communication Systems (ICECCS 2014): Computing and Communication for Sustainable Development. Mangalore, India 18 - 21 Dec 2014 Piscataway, NJ. United States.
Sentiment analysis for depression detection on social networks
Tao, Xiaohui, Zhou, Xujuan, Zhang, Ji and Yong, Jianming. 2016. "Sentiment analysis for depression detection on social networks." Li, Jinyan, Li, Xue, Wang, Xue, Li, Jianxin and Sheng, Quan Z. (ed.) 12th International Conference on Advanced Data Mining and Applications (ADMA 2016). Gold Coast, QLD, Australia 12 - 15 Dec 2016 Switzerland. https://doi.org/10.1007/978-3-319-49586-6_59
A two-stage information filtering based on rough decision rule and pattern mining
Zhou, Xujuan, Li, Yuefeng, Bruza, Peter, Xu, Yue and Lau, Raymond. 2010. "A two-stage information filtering based on rough decision rule and pattern mining." Journal of Emerging Technologies in Web Intelligence. 2 (4), pp. 326-332. https://doi.org/10.4304/jetwi.2.4.326-332
Assuring reliability in qualitative studies: a health informatics persective
Hafeez-Baig, Abdul, Gururajan, Raj and Chakraborty, Subrata. 2016. "Assuring reliability in qualitative studies: a health informatics persective." 20th Pacific Asia Conference on Information Systems (PACIS 2016). Chiayi, Taiwan 27 Jun - 01 Jul 2016 Chiayi, Taiwan.
The Paradoxes of Telehealth: a Review of the Literature 2000–2015
Standing, Craig, Standing, Susan, McDermott, Marie-Louise, Gururajan, Raj and Marvi, Reza Kiani. 2018. "The Paradoxes of Telehealth: a Review of the Literature 2000–2015." Systems Research and Behavioral Science. 35 (1), pp. 90-101. https://doi.org/10.1002/sres.2442
Coming to Terms with Knowledge Management in Telehealth
Standing, Craig, Standing, Susan, Gururajan, Raj, Fulford, Richard and Gengatharen, Denise. 2018. "Coming to Terms with Knowledge Management in Telehealth." Systems Research and Behavioral Science. 35 (1), pp. 102-113. https://doi.org/10.1002/sres.2443
Title of PhD project: study to investigate factors influencing adoption of mobile devices in the health care environment
Rani Sood, Vasundhara, Gururajan, Raj and Hafeez Baig, Abdul. 2015. "Title of PhD project: study to investigate factors influencing adoption of mobile devices in the health care environment." 26th Australasian Conference on Information Systems (ACIS 2015). Adelaide, Australia 30 Nov - 04 Dec 2015 Adelaide, South Australia.
Analysis of alcoholic EEG signals based on horizontal visibility graph entropy
Zhu, Guohun, Li, Yan, Wen, Peng and Wang, Shuaifang. 2014. "Analysis of alcoholic EEG signals based on horizontal visibility graph entropy." Brain Informatics. 1, pp. 19-25. https://doi.org/10.1007/s40708-014-0003-x
Handheld wireless devices and opinions of physicians in healthcare environment: a case of Pakistan
Hafeez-Baig, Abdul and Gururajan, Raj. 2014. "Handheld wireless devices and opinions of physicians in healthcare environment: a case of Pakistan." 25th Australasian Conference on Information Systems (ACIS 2014). Auckland, New Zealand 08 - 10 Dec 2014 Palmerston North, New Zealand.
Software development for managing nutrition intake for Type II Diabetes Mellitus
Krishnan, Dharini, Zhou, Xujuan, Chakraborty, Subrata, Gururajan, Rashmi and Gururajan, Raj. 2016. "Software development for managing nutrition intake for Type II Diabetes Mellitus." 10th International Conference on Software, Knowledge, Information Management and Application (SKIMA 2016). Chengdu, China 15 - 17 Dec 2016 China.
Objective Analysis of Marker Bias in Higher Education
Chakraborty, Subrata, Zhou, Susan, Hafeez-Baig, Abdul, Gururajan, Raj, Paul, Manoranjan, Mandal, Anuradha, Chacko, Anila Elizabeth and Barua, Prabal D.. 2017. "Objective Analysis of Marker Bias in Higher Education." 5th IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE 2016). Bangkok, Thailand 07 - 09 Dec 2016 Piscataway, United States. https://doi.org/10.1109/TALE.2016.7851839
Financial competing interests were associated with favorable conclusions and greater author productivity in nonsystematic reviews of neuraminidase inhibitors
Dunn, Adam G., Zhou, Xujuan, Hudgins, Joel, Arachi, Diana, Mandl, Kenneth D., Coiera, Enrico and Bourgeois, Florence T.. 2016. "Financial competing interests were associated with favorable conclusions and greater author productivity in nonsystematic reviews of neuraminidase inhibitors." Journal of Clinical Epidemiology. 80, pp. 43-49. https://doi.org/10.1016/j.jclinepi.2016.07.010
The impact of diet counselling on Type 2 Diabetes Mellitus: an Indian case study
Krishnan, Dharini, Gururajan, Raj, Hafeez-Baig, Abdul, Kondalasamy-Chennakesavan, Srinivas, Wickramasinghe, Nilmini and Gururajan, Rashmi. 2015. "The impact of diet counselling on Type 2 Diabetes Mellitus: an Indian case study." Journal of Diabetes and Metabolism. 6 (10). https://doi.org/10.4172/2155-6156.1000610
What factors determine healthcare professionals’ (HCPs) acceptance of mobile devices for telehealth: a qualitative study conducted in Queensland, Australia
Rani Sood, Vasundhara, Gururajan, Raj and Hafeez Baig, Abdul. 2016. "What factors determine healthcare professionals’ (HCPs) acceptance of mobile devices for telehealth: a qualitative study conducted in Queensland, Australia." 2nd National Rural & Remote Telehealth Conference: Rural and Remote Telehealth at Home. Toowoomba, Australia 05 - 06 Oct 2016 Toowoomba, Australia.
What factors determine healthcare professionals’ (HCPs) acceptance of mobile devices for telehealth: a qualitative study conducted in Queensland, Australia
Rani Sood, Vasundhara, Hafeez Baig, Abdul and Gururajan, Raj. 2016. "What factors determine healthcare professionals’ (HCPs) acceptance of mobile devices for telehealth: a qualitative study conducted in Queensland, Australia." 2nd National Rural & Remote Telehealth Conference: Rural and Remote Telehealth at Home. Toowoomba, Australia 05 - 06 Oct 2016 Toowoomba, Australia.
A two-stage text mining model for information filtering
Li, Yuefeng, Zhou, Xujuan, Bruza, Peter, Xu, Yue and Lau, Raymond Y.K.. 2008. "A two-stage text mining model for information filtering." CIKM 2008: ACM 17th Conference on Information and Knowledge Management. Napa Valley, United States 26 - 30 Oct 2008 New York, United States. https://doi.org/10.1145/1458082.1458218
Relevance assessment of topic ontology
Zhou, Xujuan, Li, Yuefeng, Xu, Yue and Lau, Raymond. 2006. "Relevance assessment of topic ontology ." 4th International Conference on Active Media Technology (AMT 2006). Brisbane, Australia 07 - 09 Jun 2006
Using information filtering in web data mining process
Zhou, Xujuan, Li, Yuefeng, Bruza, Peter, Wu, Sheng-Tang, Xu, Yue and Lau, Raymond Y. K.. 2007. "Using information filtering in web data mining process." 2007 IEEE/WIC/ACM International Conference on Web Intelligence. Fremont, United States of America 02 - 05 Nov 2007 United States. https://doi.org/10.1109/WI.2007.24
Utilizing search intent in topic ontology-based user profile for web mining
Zhou, Xujuan, Wu, Sheng-Tang, Li, Yuefeng, Xu, Yue, Lau, Raymond Y.K. and Bruza, Peter D.. 2006. "Utilizing search intent in topic ontology-based user profile for web mining ." IEEE/WIC/ACM International Conferenceon Web Intelligence (WI'06). Hong Kong, China 18 - 22 Dec 2006 United States. https://doi.org/10.1109/WI.2006.186
A two-stage decision model for information filtering
Li, Yuefeng, Zhou, Xujuan, Bruza, Peter, Xu, Yue and Lau, Raymond Y.K.. 2012. "A two-stage decision model for information filtering." Decision Support Systems. 52 (3), pp. 706-716. https://doi.org/10.1016/j.dss.2011.11.005
The state-of-the-art in personalized recommender systems for social networking
Zhou, Xujuan, Xu, Yue, Li, Yuefeng, Audun, Josang and Cox, Clive. 2012. "The state-of-the-art in personalized recommender systems for social networking." Artificial Intelligence Review. 37 (2), pp. 119-132. https://doi.org/10.1007/s10462-011-9222-1
Wireless technology and job performance attributes in a healthcare environment
Hafeez-Baig, Abdul and Gururajan, Raj. 2012. "Wireless technology and job performance attributes in a healthcare environment." Su, Ying (ed.) 7th International Conference on Cooperation and Promotion of Information Resources in Science and Technology (COINFO 2012): Information Sharing in the Cloud. Nanjing, China 23 - 25 Nov 2012 Irvine, CA. United States.
Citations alone were enough to predict favorable conclusions in reviews of neuraminidase inhibitors
Zhou, Xujuan, Wang, Ying, Tsafnat, Guy, Coiera, Enrico, Bourgeois, Florence T. and Dunn, Adam G.. 2015. "Citations alone were enough to predict favorable conclusions in reviews of neuraminidase inhibitors ." Journal of Clinical Epidemiology. 68 (1), pp. 87-93. https://doi.org/10.1016/j.jclinepi.2014.09.014
Associations between exposure to and expression of negative opinions about Human Papillomavirus vaccines on social media: an observational study
Dunn, Adam G., Leask, Julie, Zhou, Xujuan, Mandl, Kenneth D. and Coiera, Enrico. 2015. "Associations between exposure to and expression of negative opinions about Human Papillomavirus vaccines on social media: an observational study." Journal of Medical Internet Research. 17 (6), pp. 1-10. https://doi.org/10.2196/jmir.4343
Knowledge management in healthcare organizations
Wickramasinghe, Nilmini and Gururajan, Raj. 2016. "Knowledge management in healthcare organizations." Ortendlad, Anders, Abrahamson Lofstrom, Carina and Sheaff, Rod (ed.) Management innovations for healthcare organizations: adopt, abandon or adapt?. New York. Routledge. pp. 195-208
An exploratory qualitative study to identify factors that influence the use of electronic patient journey boards in Queensland health
Gururajan, Raj, Hafeez Baig, Abdul, Sturgess, Julie, Clark, Kevin and Gururajan, Vijaya. 2015. "An exploratory qualitative study to identify factors that influence the use of electronic patient journey boards in Queensland health." Electronic Journal of Health Informatics. 9 (1).
Mobile telehealth technology assessment: Queensland case study
Gururajan, Raj, Little, Alison, Hafeez Baig, Abdul, Chakraborty, Subrata and Wickramasignhe, Nilmini. 2015. "Mobile telehealth technology assessment: Queensland case study." 23rd Australian National Health Informatics Conference (HIC 2015). Brisbane, Australia 03 - 05 Aug 2015 Australia.
Category captain arrangements in grocery retail marketing
Chimhundu, Ranga, Kong, Eric and Gururajan, Raj. 2015. "Category captain arrangements in grocery retail marketing." Asia Pacific Journal of Marketing and Logistics. 27 (3), pp. 368-384. https://doi.org/10.1108/APJML-08-2014-0124
Making the most of virtual expertise in telemedicine and telehealth environments
Standing, Craig, Gururajan, Raj, Standing, Susan and Cripps, Helen. 2014. "Making the most of virtual expertise in telemedicine and telehealth environments." Journal of Organizational Computing and Electronic Commerce. 24 (2-3), pp. 138-156. https://doi.org/10.1080/10919392.2014.896714
Health text analysis: a Queensland Health case study
Gururajan, Raj, Hafeez-Baig, Abdul, Clark, Kevin, Moller, Susan and Sankaran, Prema. 2014. "Health text analysis: a Queensland Health case study." Mathirajan, M. (ed.) 2nd International Conference on Business Analytics and Intelligence (ICBAI 2014). Bangalore, India 18 - 20 Dec 2014 Bangalore, India.
Epileptic seizure detection in EEGs signals using a fast weighted horizontal visibility algorithm
Zhu, Guohun, Li, Yan and Wen, Peng (Paul). 2014. "Epileptic seizure detection in EEGs signals using a fast weighted horizontal visibility algorithm." Computer Methods and Programs in Biomedicine. 115 (2), pp. 64-75. https://doi.org/10.1016/j.cmpb.2014.04.001
An exploratory case study on employee health and wellbeing: Indian railways case study
Gururajan, Raj, Hafeez-Baig, Abdul, Chennakesav, Srinivas, Thomas, Anil, Prakash, Ram, Krishnan, Dharini and Sankaran, Prema. 2014. "An exploratory case study on employee health and wellbeing: Indian railways case study." Journal of Information Technology & Software Engineering. 4 (1), p. 125. https://doi.org/10.4172/2165-7866.1000125
An empirical study to determine factors that motivate and limit the implementation of ICT in healthcare environment
Gururajan, Raj and Hafeez-Baig, Abdul. 2014. "An empirical study to determine factors that motivate and limit the implementation of ICT in healthcare environment." BMC Medical Informatics and Decision Making. 14 (98), pp. 1-8. https://doi.org/10.1186/1472-6947-14-98
Analyzing EEG signals using graph entropy based principle component analysis and J48 decision tree
Wang, Shuaifang, Li, Yan, Wen, Peng and Zhu, Guohun. 2014. "Analyzing EEG signals using graph entropy based principle component analysis and J48 decision tree." Zhang, Teresa (ed.) 6th International Conference on Signal Processing Systems (ICSPS 2014). Dubai, United Arab Emirates 08 - 10 Dec 2014 Rowland Heights, CA. United States. https://doi.org/10.12720/ijsps
Analysis of epileptic EEG signals with simple random sampling J48 algorithm
Wang, Shuaifang, Zhu, Guohun, Li, Yan, Wen, Peng and Song, Bo. 2014. "Analysis of epileptic EEG signals with simple random sampling J48 algorithm." International Journal of Bioscience, Biochemistry and Bioinformatics (IJBBB). 4 (2), pp. 78-81. https://doi.org/10.7763/IJBBB.2014.V4.314
Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter
Zhou, Xujuan, Coiera, Enrico, Tsafnat, Guy, Arachi, Diana, Ong, Mei-Sing and Dunn, Adam G.. 2015. "Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter." Sarkar, Indra Neil, Georgiou, Andrew and Marqes, Paulo Mazzoncini de Azevedo (ed.) 15th World Congress on Medical and Health Informatics (MEDINFO 2015). São Paulo, Brazil 19 - 23 Aug 2015 Netherlands. https://doi.org/10.3233/978-1-61499-564-7-761
Otsu's threshold selection method applied in de-noising heart sound of the digital stethoscope record
Chen, Haoyu and Gururajan, Raj. 2012. "Otsu's threshold selection method applied in de-noising heart sound of the digital stethoscope record." Zeng, Dehuai (ed.) 2nd International Conference of Electrical and Electronics Engineering (ICEEE 2011). Macau, China 01 - 02 Dec 2011 Berlin, Germany. https://doi.org/10.1007/978-3-642-26001-8_31
Critical role of 'T-shaped skills & incentive rewards' as determinants for knowledge management enablers: a case of Indian study
Hafeez-Baig, Abdul and Gururajan, Raj. 2012. "Critical role of 'T-shaped skills & incentive rewards' as determinants for knowledge management enablers: a case of Indian study." Kalloniatis, Christos (ed.) Modern information systems. Rijeka, Croatia. InTech Europe. pp. 133-146
An exploratory study to identify factors that influence the use of electronic patient boards in Queensland Health
Gururajan, Raj, Hafeez-Baig, Abdul, Sturgess, Julie, Clark, Kevin, Gururajan, Vijaya and Moller, Susan. 2013. "An exploratory study to identify factors that influence the use of electronic patient boards in Queensland Health." International Journal of Management & Information Technology. 7 (2), pp. 1033-1041.
Epileptogenic focus detection in intracranial EEG based on delay permutation entropy
Zhu, Guohun, Li, Yan, Wen, Peng (Paul), Wang, Shuaifang and Xi, Min. 2013. "Epileptogenic focus detection in intracranial EEG based on delay permutation entropy." Sun, Changming, Bednarz, Tomasz, Pham, Tuan D., Vallotton, Pascal and Wang, Dadong (ed.) International Symposium on Computational Models for Life Sciences (CMLS 2013). Sydney, Australia 27 - 29 Nov 2013 United States. AIP Publishing. https://doi.org/10.1063/1.4824993
Unsupervised classification of epileptic EEG signals with multi scale K-means algorithm
Zhu, Guohun, Li, Yan, Wen, Peng (Paul), Wang, Shuaifang and Zhong, Ning. 2013. "Unsupervised classification of epileptic EEG signals with multi scale K-means algorithm." Imamura, Kazayuki, Usui, Shiro, Shirao, Tomoaki, Kasamatsu, Takuji, Schwabe, Lars and Zhong, Ning (ed.) 2013 International Conference on Brain and Health Informatics (BHI 2013). Maebashi, Japan 29 - 31 Oct 2013 Germany. Springer. https://doi.org/10.1007/978-3-319-02753-1_16
Finding a weighted positive influence dominating set in e-learning social networks
Wang, Guangyuan, Wang, Hua, Tao, Xiaohui, Zhang, Ji and Zhu, Guohun. 2013. "Finding a weighted positive influence dominating set in e-learning social networks." International Journal of Computers and Technology. 10 (10), pp. 2136-2145.
Sentiment Analysis on Tweets for Social Events
Zhou, Xujuan, Tao, Xiaohui, Yong, Jianming and Yang, Zhenyu. 2013. "Sentiment Analysis on Tweets for Social Events." Shen, Weiming, Li, Weidong, Barthes, Jean-Paul, Luo, Junzhou, Zhu, Haibin, Yong, Jianming and Li, Xiaoping (ed.) IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2013). Whistler, Canada 27 - 29 Jun 2013 United States. https://doi.org/10.1109/CSCWD.2013.6581022
Enablers of implementing knowledge management systems for better organisational outcomes: an Indian study
Gururajan, Raj and Tsai, Heng-Sheng. 2013. "Enablers of implementing knowledge management systems for better organisational outcomes: an Indian study." Bali, Rajeev K., Troshani, Indrit, Goldberg, Steve and Wickramasinghe, Nilmini (ed.) Pervasive health knowledge management. New York, NY. United States. Springer. pp. 285-303
Expectations, usability, and job satisfaction as determinants for the perceived benefits for the use of wireless technology in healthcare
Hafeez-Baig, Abdul and Gururajan, Raj. 2013. "Expectations, usability, and job satisfaction as determinants for the perceived benefits for the use of wireless technology in healthcare." Bali, Rajeev K., Troshani, Indrit, Goldberg, Steve and Wickramasinghe, Nilmini (ed.) Pervasive health knowledge management. New York, NY. United States. Springer. pp. 305-316
Analysis of EEG signals using complex brain networks
Zhu, Guohun. 2014. Analysis of EEG signals using complex brain networks . PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Wireless technology and clinical influences in healthcare setting: an Indian case study
Hafeez-Baig, Abdul and Gururajan, Raj. 2011. "Wireless technology and clinical influences in healthcare setting: an Indian case study." Guah, Matthew (ed.) Healthcare delivery reform and new technologies: organizational initiatives. Hershey, PA. United States. IGI Global. pp. 55-74
Acoustical design of digital stethoscope for improved performance
Thiagarajan, Raj C., Sankaran, Prema, Hafeez-Baig, Abdul, Elangovan, Kodeeswari and Gururajan, Raj. 2012. "Acoustical design of digital stethoscope for improved performance." Singh, Lakhvinder (ed.) COMSOL Conference India 2012. Bangalore, India 02 - 03 Nov 2012 Burlington, MA. United States.
Does information and communication technology (ICT) facilitate knowledge management activities in the 21st century?
Hafeez-Baig, Abdul and Gururajan, Raj. 2012. "Does information and communication technology (ICT) facilitate knowledge management activities in the 21st century?" Journal of Software. 7 (11), pp. 2437-2442. https://doi.org/10.4304/jsw.7.11.2437-2442
Role of wireless handheld technology by nurses in healthcare environment
Hafeez-Baig, Abdul and Gururajan, Raj. 2012. "Role of wireless handheld technology by nurses in healthcare environment." Computer Technology and Application. 3 (8), pp. 550-557.
Phenomena of adoption of wireless handheld devices: a case of healthcare setting
Hafeez-Baig, Abdul and Gururajan, Raj. 2013. "Phenomena of adoption of wireless handheld devices: a case of healthcare setting." Muga, Helen E. and Thomas, Ken D. (ed.) Cases on the diffusion and adoption of sustainable development practices. Hershey, PA. United States. IGI Global. pp. 20-43
Principles and pressures in managing student attitudes to innovative mobile learning: a view from an Australian distance-education-intensive university
Hafeez-Baig, Abdul, Gururajan, Raj, Danaher, P. A. and De George-Walker, Linda. 2013. "Principles and pressures in managing student attitudes to innovative mobile learning: a view from an Australian distance-education-intensive university." International Journal of Management in Education. 7 (1/2), pp. 149-162. https://doi.org/10.1504/IJMIE.2013.050818
Feeding back and enhancing authentic learning in quality course assessment design: locating information systems education in rigorous educational research
Hafeez-Baig, Abdul, Gururajan, Raj, Jones, David and Danaher, P. A.. 2012. "Feeding back and enhancing authentic learning in quality course assessment design: locating information systems education in rigorous educational research." Lamp, John (ed.) 23rd Australasian Conference on Information Systems (ACIS 2012). Geelong, Australia 03 - 05 Dec 2012 Geelong, Australia.
Personalised information gathering and recommender systems: techniques and trends
Tao, Xiaohui, Zhou, Xujuan, Lau, Cher Han and Li, Yuefeng. 2013. "Personalised information gathering and recommender systems: techniques and trends." EAI Endorsed Transactions on Scalable Information Systems. 13 (1-3), pp. 1-17. https://doi.org/10.4108/trans.sis.2013.01-03.e4
An efficient visibility graph similarity algorithm and its application for sleep stages classification
Zhu, Guohun, Li, Yan and Wen, Peng Paul. 2012. "An efficient visibility graph similarity algorithm and its application for sleep stages classification." Zanzotto, Fabio Massimo, Tsumoto, Shusaku, Taatgen, Niels and Yao, Yiyu (ed.) 2012 International Conference on Brain Informatics (BI 2012). Macau, China 04 - 07 Dec 2012 Heidelberg, Germany. Springer. https://doi.org/10.1007/978-3-642-35139-6_18
Analysing epileptic EEGs with a visibility graph algorithm
Zhu, Guohun, Li, Yan and Wen, Peng (Paul). 2012. "Analysing epileptic EEGs with a visibility graph algorithm." Chen, Qianbin, Huan, Jun (Luke), Xu, Yong, Zhang, Tianqi and Wang, Lipo (ed.) 5th International Conference on Biomedical Engineering and Informatics (BMEI 2012). Chongqing, China 16 - 18 Oct 2012 Piscataway, NJ. United States. https://doi.org/10.1109/BMEI.2012.6513212
Deploying mobile data services: an Australian case study
Tsai, Heng-Sheng, Gururajan, Raj, Kong, Eric, Hafeez-Baig, Abdul and Lin, Meng Kuan. 2012. "Deploying mobile data services: an Australian case study." IT Professional: technology solutions for the enterprise. 14 (5), pp. 22-27. https://doi.org/10.1109/MITP.2012.47
An exploratory study to investigate the effectiveness of PDAs in healthcare: a case of Queensland nurses
Hafeez-Baig, Abdul and Gururajan, Raj. 2011. "An exploratory study to investigate the effectiveness of PDAs in healthcare: a case of Queensland nurses." 22nd Australasian Conference on Information Systems (ACIS 2011). Sydney, Australia 29 Nov - 02 Dec 2011 Atlanta, GA. United States.
Student perceptions and uses of wireless handheld devices: implications for implementing blended and mobile learning in an Australian university
Gururajan, Raj, Hafeez-Baig, Abdul, Danaher, P. A. and De George-Walker, Linda. 2011. "Student perceptions and uses of wireless handheld devices: implications for implementing blended and mobile learning in an Australian university." Kitchenham, Andrew (ed.) Models for interdisciplinary mobile learning: delivering information to students. Hershey, PA. United States. IGI Global. pp. 231-246
Pakistani study on the determinants of wireless technology in healthcare
Hafeez-Baig, Abdul and Gururajan, Raj. 2012. "Pakistani study on the determinants of wireless technology in healthcare." Computer Technology and Application. 3 (2), pp. 194-200.
Making the most of virtual expertise in telemedicine and telehealth environments
Standing, Craig, Volpe, Izabela, Standing, Susan and Gururajan, Raj. 2011. "Making the most of virtual expertise in telemedicine and telehealth environments." Chen, Jinjun, Dou, Wanchun, Liu, Jianxun, Yang, Laurence T. and Ma, Jianhua (ed.) IEEE 9th International Conference on Dependable, Autonomic and Secure Computing (DASC 2011). Sydney, Australia 12 - 14 Dec 2011 Los Alamitos, CA. USA. https://doi.org/10.1109/DASC.2011.166
Challenges and opportunities for academics adopting an online peer review innovation
Hafeez-Baig, Abdul, De George-Walker, Linda, Gururajan, Raj and Danaher, P. A.. 2011. "Challenges and opportunities for academics adopting an online peer review innovation." Studies in Learning Evaluation Innovation and Development. 8 (1), pp. 26-37.
WIN algorithm for discrete online TSP
Wu, Yonghua, Zhu, Guohun, Chen, Huaying and Qin, Jucun. 2011. "WIN algorithm for discrete online TSP ." Journal of Advanced Computational Intelligence and Intelligent Informatics. 15 (9), pp. 1199-1202.
A confirmatory factor analysis on the views and constructs for knowledge management in India
Gururajan, Raj, Hafeez-Baig, Abdul and Tsai, Heng-Sheng. 2012. "A confirmatory factor analysis on the views and constructs for knowledge management in India." Computer Technology and Application. 3 (1), pp. 98-104.
Development of a prototype multi-touch ECG diagnostic decision support system using mobile technology for monitoring cardiac patients at a distance
Lin, Meng Kuan, Mula, Joseph M., Gururajan, Raj and Leis, John W.. 2011. "Development of a prototype multi-touch ECG diagnostic decision support system using mobile technology for monitoring cardiac patients at a distance." Seddon, Peter and Gregor, Shirley (ed.) 15th Pacific Asia Conference on Information Systems (PACIS 2011): Quality Research in Pacific Asia. Brisbane, Australia 07 - 11 Jul 2011 Atlanta, GA. United States.
Evaluating functional connectivity in alcoholics based on maximal weight matching
Zhu, Guohun, Li, Yan and Wen, Peng. 2011. "Evaluating functional connectivity in alcoholics based on maximal weight matching." Journal of Advanced Computational Intelligence and Intelligent Informatics. 15 (9), pp. 1221-1227.
Using digital stethoscopes in remote patient assessment via wireless networks: the user’s perspective
Gururajan, Raj, Tsai, Heng-Sheng and Chen, Haoyu. 2011. "Using digital stethoscopes in remote patient assessment via wireless networks: the user’s perspective." International Journal of Advanced Networking and Applications. 3 (3), pp. 1140-1146.
Preliminary study to investigation the determinants that effect IS/IT outsourcing
Hafeez-Baig, Abdul and Gururajan, Raj. 2011. "Preliminary study to investigation the determinants that effect IS/IT outsourcing." International Journal of Information and Communication Technology Research. 1 (2), pp. 48-54.
Clinicians' perception of using digital stethoscopes in telehealth platform: Queensland telehealth preliminary study
Soroush, Layla, Hafeez-Baig, Abdul and Gururajan, Raj. 2010. "Clinicians' perception of using digital stethoscopes in telehealth platform: Queensland telehealth preliminary study." Rosemann, Michael (ed.) 21st Australasian Conference on Information Systems (ACIS 2010). Brisbane, Australia 01 - 03 Dec 2010 Brisbane, Australia.
The determinants for adoption of wearable computer systems in traditional Chinese hospital
Su, Ying and Gururajan, Raj. 2010. "The determinants for adoption of wearable computer systems in traditional Chinese hospital." Luo, Qi (ed.) APWCS 2010: Wearable Systems for Tomorrow's Industry. Shenzhen, China 17 - 18 Apr 2010 Los Alamitos, CA. USA.
Wireless applications: influences and risks of location identification technologies
Gururajan, Raj. 2001. "Wireless applications: influences and risks of location identification technologies." 12th Australasian Conference on Information Systems (ACIS 2001). Coffs Harbour, Australia 04 - 07 Dec 2001
Time management, improved patient expectations and added value contributing to the perceived acceptance of using wireless hand held devices in the Indian healthcare
Hafeez-Baig, Abdul and Gururajan, Raj. 2008. "Time management, improved patient expectations and added value contributing to the perceived acceptance of using wireless hand held devices in the Indian healthcare." Mills, Annette and Huff, Sid (ed.) 19th Australasian Conference on Information Systems (ACIS 2008). Christchurch, New Zealand 03 - 05 Dec 2008 Christchurch, New Zealand.
Drivers for wireless technology acceptance in Indian healthcare
Gururajan, Raj. 2009. "Drivers for wireless technology acceptance in Indian healthcare." International Journal of Healthcare Delivery Reform Initiatives. 1 (1), pp. 48-62.
Clinical factors and technological barriers as determinants for the intention to use wireless handheld technology in healthcare environment: an Indian case study
Gururajan, Raj, Gururajan, Vijaya and Hafeez-Baig, Abdul. 2008. "Clinical factors and technological barriers as determinants for the intention to use wireless handheld technology in healthcare environment: an Indian case study." Willie, Golden, Thomas, Acton and Kieran, Conboy (ed.) 16th European Conference on Information Systems: Information Systems in an Innovative Knowledge-based Society (ECIS 2008). Galway, Ireland 09 - 11 Jun 2008 Galway, Ireland.
Reactions and perceptions of healthcare professional towards wireless devices in healthcare environment in the developing world: a case of Pakistan
Gururajan, Raj, Hafeez-Baig, Abdul and Kerr, Don. 2007. "Reactions and perceptions of healthcare professional towards wireless devices in healthcare environment in the developing world: a case of Pakistan." Toleman, Mark, Cater-Steel, Aileen and Roberts, Dave (ed.) 18th Australasian Conference on Information Systems (ACIS 2007). Toowoomba, Australia 05 - 07 Dec 2007 Toowoomba, Australia.
Clinical usefulness is the key common determinant of adoption of wireless technology in healthcare for India and Australia
Grist, Shelly, Hafeez-Baig, Abdul, Gururajan, Raj and Khan, Shamim. 2007. "Clinical usefulness is the key common determinant of adoption of wireless technology in healthcare for India and Australia." Archer, Norm, Hassanein, Khaled and Yuan, Yufei (ed.) 6th International Conference on the Management of Mobile Business (ICMB 2007). Toronto, Canada 09 - 11 Jul 2007 Washington, United States.
A study of the use of hand-held devices in an emergency department
Gururajan, Raj. 2004. "A study of the use of hand-held devices in an emergency department." Journal of Telemedicine and Telecare. 10 (1 (Supplement)), pp. 33-35. https://doi.org/10.1258/1357633042614438
New financial transaction security concerns in mobile commerce
Gururajan, Raj. 2002. "New financial transaction security concerns in mobile commerce." Information & Security: an International Journal. 8 (1), pp. 71-86.
Determining whether ICT improves social interactions
Gururajan, Raj. 2005. "Determining whether ICT improves social interactions." Marshall, Stewart, Taylor, Wal and Yu, Xinghuo (ed.) Encyclopedia of developing regional communities with information and communication technology. Hershey, PA, United States. IGI Global. pp. 159-163
A qualitative evaluation of the effectiveness of videoconferencing to support the training of orthopaedic registrars
Scott, Annette, Gururajan, Raj, Moloney, Clint and Gururajan, Vijaya. 2006. "A qualitative evaluation of the effectiveness of videoconferencing to support the training of orthopaedic registrars." Journal of Telemedicine and Telecare. 12 (3 (Supplement)), pp. 69-70. https://doi.org/10.1258/135763306779379969
A framework for the adoption of wireless technology in healthcare: an Indian study
Howard, Angela, Hafeez-Baig, Abdul, Howard, Srecko and Gururajan, Raj. 2006. "A framework for the adoption of wireless technology in healthcare: an Indian study." Spencer, S. and Jenkins, A. (ed.) 17th Australasian Conference on Information Systems (ACIS 2006). Adelaide, Australia 06 - 08 Dec 2006 Australia.
‘Soft’ enablers of knowledge management in Malaysian companies – a qualitative study
Gan, Gerald Goh Guan, Ryan, Charmaine and Gururajan, Raj. 2006. "‘Soft’ enablers of knowledge management in Malaysian companies – a qualitative study." Spencer, S. and Jenkins, A. (ed.) 17th Australasian Conference on Information Systems (ACIS 2006). Adelaide, Australia 06 - 08 Dec 2006 Australia.
Legal issues and risks impacting wireless workforce
Hafeez-Baig, Abdul and Gururajan, Raj. 2005. "Legal issues and risks impacting wireless workforce." Li, Eldon (ed.) APDSI 2005. Taipei, Taiwan 28 Jun - 02 Jul 2005 Taiwan.
An exploratory study to determine factors impacting outsourcing of information systems in healthcare
Hafeez-Baig, Abdul and Gururajan, Raj. 2005. "An exploratory study to determine factors impacting outsourcing of information systems in healthcare." Eldon, Li (ed.) APDSI 2005. Taipei, Taiwan 28 Jun - 02 Jul 2005 Taiwan.
Clinicians perceptions towards wireless handheld devices: an Australian case study
Hafeez-Baig, Abdul and Gururajan, Raj. 2011. "Clinicians perceptions towards wireless handheld devices: an Australian case study." Su, Ying and Al-Hakim, Latif (ed.) COINFO 2011: 6th International Conference on Cooperation and Promotion of Information Resources in Science and Technology: Coordinative Innovation and Open Sharing. Hangzhou, China 12 - 14 Nov 2011 Irvine, CA, United States.
Views and constructs for knowledge management in India: a confirmatory factor analysis
Hafeez-Baig, Abdul, Gururajan, Raj and Tsai, Heng-Sheng. 2010. "Views and constructs for knowledge management in India: a confirmatory factor analysis." Chen, Houn-Gee and Liang, Ting-Peng (ed.) 14th Pacific Asia Conference on Information Systems (PACIS 2010): Service Science in Information Systems Research. Taipei, Taiwan 09 - 12 Jul 2010 Kaohsiung, Taiwan.
Knowledge sharing and management for better organisational outcomes: an Indian study
Gururajan, Raj, Tsai, Heng-Sheng, Hafeez-Baig, Abdul and Lin, Meng-Kuan. 2010. "Knowledge sharing and management for better organisational outcomes: an Indian study." Chen, Hong-Mei and Lin, Fu-ren (ed.) 14th Pacific Asia Conference on Information Systems (PACIS 2010): Service Science in Information Systems Research. Taipei, Taiwan 09 - 12 Jul 2010 Kaohsiung, Taiwan.
Exploratory study to explore the role of ICT in the process of knowledge management in an Indian business environment
Hafeez-Baig, Abdul, Gururajan, Raj, Heng Sheng, Tasi and Sankaran, Prema. 2010. "Exploratory study to explore the role of ICT in the process of knowledge management in an Indian business environment." Xiang, Yang, Samarati, Pierangela, Hu, Jiankun, Zhou, Wanlei and Sadeghi, Ahmad-Reza (ed.) NSS 2010: 4th International Conference on Network and System Security . Melbourne, Australia 01 - 03 Sep 2010 Los Alamitos, CA. United States. https://doi.org/10.1109/NSS.2010.89
The enablers and implementation model for mobile KMS in Australian healthcare
Tsai, Heng-Sheng and Gururajan, Raj. 2010. "The enablers and implementation model for mobile KMS in Australian healthcare." Xiang, Yang, Samarati, Pierangela, Hu, Jiankun, Zhou, Wanlei and Sadeghi, Ahmad-Reza (ed.) NSS 2010: 4th International Conference on Network and System Security . Melbourne, Australia 01 - 03 Sep 2010 Piscataway, NJ. United States. https://doi.org/10.1109/NSS.2010.22
An Exploratory Study to Understand the Drivers and Inhibitors for the Successful Adoption of Wireless Technology in Australian Healthcare Systems
Hafeez-Baig, Abdul and Gururajan, Raj. 2010. "An Exploratory Study to Understand the Drivers and Inhibitors for the Successful Adoption of Wireless Technology in Australian Healthcare Systems." Pease, Wayne, Cooper, Malcolm and Gururajan, Raj (ed.) Biomedical Knowledge Management: Infrastructures and Processes for E-Health Systems. Hershey, PA, USA. Medical Information Science Reference (IGI Global). pp. 267-278
A web-based ECG decision support system using multi-touch function to support cardiac diagnosis
Lin, Meng-Kuan, Gururajan, Raj, Mula, Joseph M., Leis, John W. and Hafeez-Baig, Abdul. 2010. "A web-based ECG decision support system using multi-touch function to support cardiac diagnosis." 5th International Conference on Cooperation and Promotion of Information Resources in Science and Technology: Information Sharing in U-Era (COINFO'10). Beijing, China 27 - 29 Nov 2010
Wireless handheld device and LAN security issues: a case study
Gururajan, Raj and Hafeez-Baig, Abdul. 2011. "Wireless handheld device and LAN security issues: a case study." Kerr, Don, Gammack, John G. and Bryant, Kay (ed.) Digital business security development: management technologies. Hershey, PA, USA. IGI Global. pp. 129-151
A purpose based access control in XML databases system
Sun, Lili, Wang, Hua, Jururajin, Raj and Sriprakash, Sri. 2010. "A purpose based access control in XML databases system." Xiang, Yang, Samarati, Pierangela, Hu, Jiankun, Zhou, Wanlei and Sadeghi, Ahmad-Reza (ed.) NSS 2010: 4th International Conference on Network and System Security . Melbourne, Australia 01 - 03 Sep 2010 Los Alamitos, CA. USA. https://doi.org/10.1109/NSS.2010.28
Key common determinants for adoption of wireless technology in healthcare for India and Pakistan: development of a conceptual model
Hafeez-Baig, Abdul and Gururajan, Raj. 2010. "Key common determinants for adoption of wireless technology in healthcare for India and Pakistan: development of a conceptual model." Safran, Charles, Marin, Heimer F. and Reti, Shane R. (ed.) 13th World Congress on Medical and Health Informatics (MEDINFO 2010). Cape Town, South Africa 12 - 15 Sep 2010 Amsterdam, Netherlands. https://doi.org/10.3233/978-1-60750-588-4-342
Experiences and perceptions of learner engagement in blended learning environments: the case of an Australian university
De George-Walker, Linda, Hafeez-Baig, Abdul, Gururajan, Raj and Danaher, Patrick Alan. 2010. "Experiences and perceptions of learner engagement in blended learning environments: the case of an Australian university." Inoue, Yukiko (ed.) Cases on online blended learning technologies in higher education: concepts and practices. Hershey, PA, USA. IGI Global. pp. 23-43
Selected influences on students' uses of wireless handheld devices: an Iranian exploratory case study
Hafeez-Baig, Abdul, Gururajan, Raj, Nazemi, Shamsodin, De George-Walker, Linda and Danaher, P. A.. 2010. "Selected influences on students' uses of wireless handheld devices: an Iranian exploratory case study." Abas, Zoraini Wati, Jung, Insung and Luca, Joseph (ed.) Global Learn Asia Pacific 2010. Penang, Malaysia 17 - 20 May 2010 Chesapeake, VA, United States.
A discussion on the role of knowledge management in aged care
Gururajan, Vijaya, Gururajan, Raj and Hafeez-Baig, Abdul. 2004. "A discussion on the role of knowledge management in aged care." Conrick, Moya and Soar, Jeffrey (ed.) 1st Australian Aged and Community Care Informatics Conference (ACCIC'04). Brisbane, Australia 24 - 25 Aug 2004 Brunswick East, Australia.
A case study approach to investigate academic perspective on knowledge and knowledge transfer issues
Gururajan, Vijaya and Gardiner, Michael. 2004. "A case study approach to investigate academic perspective on knowledge and knowledge transfer issues." 1st International Conference on Qualitative Research in IT & IT in Qualitative Research (QualIT 2004). Queensland, Australia 24 - 26 Nov 2004 Australia.
Acceptance problems of ambient intelligence and mobile technologies in hospitals in India and Germany
Kummer, Tyge-F., Bick, Markus and Gururajan, Raj. 2009. "Acceptance problems of ambient intelligence and mobile technologies in hospitals in India and Germany." 17th European Conference on Information Systems (ECIS 2009). Verona, Italy 08 - 10 Jun 2009 Padova, Italy.
Efficacy and feasibility of a mobile ECG decision support system - a preliminary conceptual model
Lin, Meng-Kuan, Mula, Joseph M., Gururajan, Raj, Leis, John W. and Hafeez-Baig, Abdul. 2010. "Efficacy and feasibility of a mobile ECG decision support system - a preliminary conceptual model." Chen, Houn-Gee and Liang, Ting-Peng (ed.) 14th Pacific Asia Conference on Information Systems (PACIS 2010): Service Science in Information Systems Research. Taipei, Taiwan 09 - 12 Jul 2010 Kaohsiung, Taiwan.
Organizational, technical and perceived readiness as adoption factors for wireless technology in healthcare: an Australian case study
Hafeez-Baig, Abdul and Gururajan, Raj. 2009. "Organizational, technical and perceived readiness as adoption factors for wireless technology in healthcare: an Australian case study." Sintchenko, Vitali and Croll, Peter (ed.) Health Informatics Conference (HIC 2009): Frontiers of Health Informatics - Redefining Healthcare. Canberra, Australia 19 - 21 Aug 2009 Melbourne, Australia.
The practical issues in using existing digital stethoscopes for telehealth
Gurney, Tiana, Stenhouse, Shayne, Gururajan, Raj and Hafeez-Baig, Abdul. 2009. "The practical issues in using existing digital stethoscopes for telehealth." Annual International Conference on Successes and Failures in Telehealth 2009 (SFT-09). Brisbane, Australia 10 - 11 Dec 2009 Brisbane, Australia.
Confirmatory factor analysis to establish determinants of wireless technology in the Indian healthcare
Gururajan, Raj, Gurney, Tiana and Hafeez-Baig, Abdul. 2009. "Confirmatory factor analysis to establish determinants of wireless technology in the Indian healthcare." International Journal of Healthcare Delivery Reform Initiatives. 1 (3), pp. 19-37.
Development of knowledge management support for the sleep disorder diagnosis process
Blake, Jacqueline, Kerr, Don and Gururajan, Raj. 2010. "Development of knowledge management support for the sleep disorder diagnosis process." 21st Australasian Conference on Information Systems (ACIS 2010). Brisbane, Australia 01 - 03 Dec 2010 Brisbane, Australia.
Emergence for the need of new legal and regulatory issues on mobile workforce
Gururajan, Raj. 2004. "Emergence for the need of new legal and regulatory issues on mobile workforce." International Journal of Applied Management and Technology. 2 (1), pp. 71-87.
Impact of copyright laws on flexible delivery of university education
Vuori, Timo and Gururajan, Raj. 2002. "Impact of copyright laws on flexible delivery of university education." 2002 International Conference on Information Technology and Universities in Asia (ITUA 2002). Thailand 03 - 05 Apr 2002
Experiences in wireless application development in a healthcare setting
Gururajan, Raj and Vuori, Timo. 2003. "Experiences in wireless application development in a healthcare setting." Knight, S., Croft, L. and Lachowicz, E. (ed.) 4th International We-B Conference 2003: Working With e-Business. Perth, Australia 24 - 25 Nov 2003 Joondalup, Western Australia.
Barriers to uptake of wireless healthcare applications - a review
Gururajan, Raj, Last, J. and Rai, S.. 2003. "Barriers to uptake of wireless healthcare applications - a review." 3rd International Conference on Electronic Business: Business Paradigms: Strategic Transformation and Partnership (ICEB 2003) . Singapore 09 - 13 Dec 2003 Singapore.
Legal and regulatory issues of implementation of electronic signatures
Gururajan, Raj and Hafeez-Baig, Abdul. 2004. "Legal and regulatory issues of implementation of electronic signatures." 2004 AusCERT: Computer Security: Are we there yet?. Gold Coast, Australia 23 - 27 May 2004 Brisbane, Australia.
Implementation difficulties of electronic signatures in the m-commerce environment
Gururajan, Raj and Hafeez-Baig, Abdul. 2004. "Implementation difficulties of electronic signatures in the m-commerce environment." 3rd International Conference on Information and Management Sciences (IMS2004). Dunhuang, China 05 - 10 Jun 2004 Beijing, China.
Emergence of new legal and regulatory mechanisms for the internet workforce
Gururajan, Raj. 2004. "Emergence of new legal and regulatory mechanisms for the internet workforce." Internet Business Review . 1, pp. 1-15.
A discussion on the legal barriers in addressing sleeping disorders in aged care using wireless technology
Moloney, Clint and Gururajan, Raj. 2004. "A discussion on the legal barriers in addressing sleeping disorders in aged care using wireless technology." Conrick, Moya and Soar, Jeffrey (ed.) 1st Australian Aged and Community Care Informatics Conference (ACCIC'04). Brisbane, Australia 24 - 25 Aug 2004 Brunswick East, Australia.
Lessons learned in developing a wireless system for a healthcare industry
Gururajan, Raj and Vuori, Timo. 2003. "Lessons learned in developing a wireless system for a healthcare industry." 2003 ITS Asia-Australasia Regional Conference. Perth, Australia 22 - 24 Jun 2003
Study to investigate the determinants for the use of wireless technology in healthcare setting: a case of Pakistan
Hafeez-Baig, Abdul, Gururajan, Raj, Mula, Joseph M. and Lin, Meng-Kuan. 2009. "Study to investigate the determinants for the use of wireless technology in healthcare setting: a case of Pakistan." Peng, Jie, Al-Hakim, Latif and Chen, Guoqing (ed.) COINFO 2009: Managing Virtual Organisations and Information in the Era of Globalisation. Beijing, China 21 - 23 Nov 2009 Los Alamitos, CA. United States. https://doi.org/10.1109/COINFO.2009.52
Emerging issues in enterprise mobility management
Gururajan, Raj and Vuori, Timo. 2003. "Emerging issues in enterprise mobility management." 2003 ITS Asia-Australasia Regional Conference. Perth, Australia 22 - 24 Jun 2003 Calgary, Alberta, Canada .
Mobile healthcare applications: global developments to facilitate secure wireless applications
Vuori, Timo and Gururajan, Raj. 2003. "Mobile healthcare applications: global developments to facilitate secure wireless applications." 2003 ITS Asia-Australasia Regional Conference. Perth, Australia 22 - 24 Jun 2003 Calgary, Alberta, Canada .
Lessons for SMEs in implementing wireless technology solutions
Gururajan, Raj. 2004. "Lessons for SMEs in implementing wireless technology solutions." 3rd International Conference on SMEs in a Global Economy. Kuala Lumpur, Malaysia 06 - 07 Jul 2004 Wollongong, Australia.
Exploratory study to investigate the applicability of existing digital stethoscopes in a telehealth setting
Gurney, T., Hafeez-Baig, A. and Gururajan, R.. 2009. "Exploratory study to investigate the applicability of existing digital stethoscopes in a telehealth setting." Neelakanta, P. S. (ed.) OCOBIAHC 2009: International Conference on Biomedical Instrumentation and Healthcare Engineering. Chennai, India 06 - 08 Aug 2009 Piscataway, NJ, USA.
Trialling wireless handheld devices in a clinical setting: a Queensland case study
Gurney, Tiana, Hafeez-Baig, Abdul and Gururajan, Raj. 2009. "Trialling wireless handheld devices in a clinical setting: a Queensland case study." Dhillon, Gurpreet (ed.) CISTM 2009: 7th Annual Conference on Information Science, Technology and Management. Gurgaon, India 13 - 15 Jul 2009 Finland.
Exploratory study to understand the phenomena of adoption of wireless handheld devices in the Australian healthcare system
Hafeez-Baig, Abdul and Gururajan, Raj. 2009. "Exploratory study to understand the phenomena of adoption of wireless handheld devices in the Australian healthcare system." Journal of Systems and Information Technology. 11 (1), pp. 43-56. https://doi.org/10.1108/13287260910932403
The problems of implementing electronic signatures in a wireless environment
Gururajan, Raj and Howard, Angela. 2004. "The problems of implementing electronic signatures in a wireless environment." 9th Annual Conference of Asia Pacific Decision Sciences Institute (APDSI 2004). Seoul, Korea 01 - 04 Jul 2004 Hong Kong, China.
Barriers to the inclusion of wireless technology in aged care applications - a review
Gururajan, Raj, Howard, Srecko, Genrich, Rohan and Low, Ee Kuan. 2004. "Barriers to the inclusion of wireless technology in aged care applications - a review." Conrick, Moya and Soar, Jeffrey (ed.) 1st Australian Aged and Community Care Informatics Conference (ACCIC'04). Brisbane, Australia 24 - 25 Aug 2004 Brunswick East, Australia.
An exploratory qualitative study to determine factors influencing the adoption of mobile learning for tertiary education
Gururajan, Raj, McDonald, Jacquelin, Gururajan, Vijaya and Genrich, Rohan. 2007. "An exploratory qualitative study to determine factors influencing the adoption of mobile learning for tertiary education." International Journal of Technology, Knowledge and Society. 2 (6), pp. 33-40.
Online learning with peer-review: an initial study
Gururajan, Raj, Hafeez-Baig, Abdul and Khan, Shamim. 2008. "Online learning with peer-review: an initial study." 2008 World Conference on E-Learning in Corporate, Government, Healthcare & Higher Education (E-Learn 2008). Las Vegas, United States of America 17 - 21 Nov 2008 Chesapeake, VA, United States.
Pakastani healthcare professionals views and opinions about use of wireless handheld devices in healthcare environment
Gururajan, Raj, Hafeez-Baig, Abdul and Kerr, Don. 2008. "Pakastani healthcare professionals views and opinions about use of wireless handheld devices in healthcare environment." Electronic Journal of Health Informatics. 3 (2), pp. 1-10.
Use and useability of learning objects within the COLIS demonstrator framework (Interaction of IT systems & repositories project report)
Phillips, R. A., Rai, S., Sudweeks, F., Gururajan, R., Jones, M., Shiers, D. and O'Neil, R.. 2005. Use and useability of learning objects within the COLIS demonstrator framework (Interaction of IT systems & repositories project report). Sydney, Australia. Macquarie University.
Transforming the practice of mobile learning: promoting pedagogical innovation through educational principles and strategies that work
Danaher, Patrick, Gururajan, Raj and Hafeez-Baig, Abdul. 2009. "Transforming the practice of mobile learning: promoting pedagogical innovation through educational principles and strategies that work." Hokyoung, Ryu and Parsons, D. (ed.) Innovative mobile learning: techniques and technologies. Hershey PA, USA. IGI Global. pp. 21-46
Clinical usefulness of handheld wireless technology in healthcare: a cross-national study of Australia and India
Gururajan, Raj, Quaddus, Mohammed and Xu, Jun. 2008. "Clinical usefulness of handheld wireless technology in healthcare: a cross-national study of Australia and India." Journal of Systems and Information Technology. 10 (1), pp. 72-85.
Wireless emails: issues, challenges and guidelines for implementation
Howard, Angela, Low, Ee Kuan, Byrnes, Peter and Gururajan, Raj. 2004. "Wireless emails: issues, challenges and guidelines for implementation." Conrick, Moya and Soar, Jeffrey (ed.) 1st Australian Aged and Community Care Informatics Conference (ACCIC'04). Brisbane, Australia 24 - 25 Aug 2004 Brunswick East, Vic, Australia.
Factors influencing the intention to use wireless technology in healthcare: an Indian study
Gururajan, Raj. 2007. "Factors influencing the intention to use wireless technology in healthcare: an Indian study." Wootton, Richard (ed.) 7th International Conference on Successes and Failures in Telehealth. Brisbane, Australia 27 - 28 Aug 2007 Brisbane, Australia.
An exploratory study to determine students' perceptions of the value of interaction in an Australian classroom context and the perceived impact on learning outcomes
McDonald, Jacquelin, Birch, Dawn, Gray, Anthony, Gururajan, Raj, Hingst, Raymond D. and Maguire, Michael. 2005. "An exploratory study to determine students' perceptions of the value of interaction in an Australian classroom context and the perceived impact on learning outcomes." CRLL 2005: What a Difference a Pedagogy Makes: Researching Lifelong Learning and Teaching. Glasgow, Scotland 24 - 26 Jun 2005 London, United Kingdom.
Motivations and challenges for m-business transformation: a multiple-case study
Tsai, Heng-Sheng and Gururajan, Raj. 2007. "Motivations and challenges for m-business transformation: a multiple-case study." Journal of Theoretical and Applied Electronic Commerce Research. 2 (2), pp. 19-33.
Global implementation of digital stethoscope for telehealth or telemedicine: an Australian case study
Hafeez-Baig, Abdul, Scott, Annette, Sarquis, Colleen, Cockfield, Glenys and Gururajan, Raj. 2007. "Global implementation of digital stethoscope for telehealth or telemedicine: an Australian case study." 5th International Symposium on Management of Technology (ISMOT 2007). Hangzhou, China 01 - 03 Jun 2007 China.
Factors influencing the intention to use wireless technology in health care: a study in India
Gururajan, Raj. 2007. "Factors influencing the intention to use wireless technology in health care: a study in India." Journal of Telemedicine and Telecare. 13 (3 (Supplement)), pp. 40-41. https://doi.org/10.1258/135763307783247167
Technology management, data management, improved outcomes, efficiency and software limitation influencing the use of wireless technology for healthcare in Pakistan
Hafeez-Baig, Abdul, Grist, Shelly and Gururajan, Raj. 2007. "Technology management, data management, improved outcomes, efficiency and software limitation influencing the use of wireless technology for healthcare in Pakistan." Lee, Roger, Chowdhury, Morshed U., Ray, Sid and Lee, Thuy (ed.) 6th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007). Melbourne, Australia 11 - 13 Jul 2007 Los Alamitos, CA. United States. https://doi.org/10.1109/ICIS.2007.177
The effects of culture on knowledge management practice: A qualitative case study of MSC status companies
Gan, Gerald Goh Guan, Ryan, Charmaine and Gururajan, Raj. 2006. "The effects of culture on knowledge management practice: A qualitative case study of MSC status companies." Kajian Malaysia. 24 (1/2), pp. 97-128.
Drivers of wireless technology in healthcare: an Indian study
Gururajan, Raj. 2007. "Drivers of wireless technology in healthcare: an Indian study." Osterle, H., Schelp, J. and Winter, Robert (ed.) 15th European Conference on Information Systems: Relevant rigour - Rigorous relevance (ECIS 2007). St Gallen, Switzerland 07 - 09 Jun 2007 Switzerland.
A discussion on security risks in mobile commerce
Gururajan, Raj. 2006. "A discussion on security risks in mobile commerce." E-Business Review. 7 (2), pp. 9-39.
An exploratory study of mobile learning for tertiary education: a discussion with students
Hafeez-Baig, Abdul, Gururajan, Raj and Gururajan, Vijaya. 2006. "An exploratory study of mobile learning for tertiary education: a discussion with students." International Journal of Pedagogies and Learning. 2 (1), pp. 76-88.
Preliminary investigation to explore perceptions of security issues associated with wireless technology in healthcare in Australia
Tiong, I. C., Hafeez-Baig, Abdul, Gururajan, Raj and Soar, Jeffrey. 2006. "Preliminary investigation to explore perceptions of security issues associated with wireless technology in healthcare in Australia." Westbrook, J. and Callen, J. (ed.) Health Infomatics Conference 2006: Bridging the Digital Divide: Clinician, Consumer and Computer (HIC 2006). Sydney, Australia 20 - 22 Aug 2006 Melbourne, Australia.
Determinants for a generic mobile commerce transformation framework
Tsai, Heng-Sheng and Gururajan, Raj. 2005. "Determinants for a generic mobile commerce transformation framework." Swatman, Paul and Swatman, Paula (ed.) 2005 CollECTeR Conference on eCommerce. Sydney, Australia 13 Jul 2005 South Australia.
A program for collaborative research in ageing and aged care
Gururajan, Raj, Gururajan, Vijaya and Soar, Jeffrey. 2005. "A program for collaborative research in ageing and aged care." Soar, Jeffrey and Edgecumbe, Joan (ed.) 2nd Australian Aged and Community Care Informatics Conference (ACCIC'05). Hobart, Tasmania 04 - 06 May 2005 Brunswick East, Australia.
Mobile solutions for aged care: a transformational framework
Soar, Jeffrey, Tsai, Heng-Sheng, Yong, Jianming and Gururajan, Raj. 2005. "Mobile solutions for aged care: a transformational framework." Soar, Jeffrey and Edgecumbe, Joan (ed.) 2nd Australian Aged and Community Care Informatics Conference (ACCIC'05). Hobart, Tasmania 04 - 06 May 2005 Brunswick East, Australia.
An exploratory model of drivers for wireless handheld technology adoption derived from qualitative data: views from the Australian healthcare professionals
Gururajan, Raj. 2005. "An exploratory model of drivers for wireless handheld technology adoption derived from qualitative data: views from the Australian healthcare professionals." Ramayah, T., Sulaiman, Mohamed, Harun, Hasnah, Ali, Ruhani, Nasurdin, Aizzat Mohd., Wahid, Nabsiah Abdul and Osman, Intan (ed.) 6th Asian Academy of Management Conference: Emerging Asian Economy: Local Strategies, Global Impact. Perak, Malaysia 09 - 11 Dec 2005 Malaysia.
Developing mobile technologies for healthcare: challenge to be addressed in a globally distributed work (GDW) environment
Gururajan, Raj. 2005. "Developing mobile technologies for healthcare: challenge to be addressed in a globally distributed work (GDW) environment." Kumar, Kuldeep and Krishna, S. (ed.) 1st International Conference on Management of Globally Distributed Work. Bangalore, India 28 - 30 Dec 2005 India.
Management challenges in implementing electronic signatures
Gururajan, Raj. 2005. "Management challenges in implementing electronic signatures." Chandrasekaran, Kesavan (ed.) International Conference - Innovative New Product Development: Engineering Meets Marketing (2005). Madras, India 21 - 23 Dec 2005 India.
Necessity for the management of innovative wireless solutions in the Australian healthcare market
Gururajan, Raj. 2005. "Necessity for the management of innovative wireless solutions in the Australian healthcare market." Chandrasekaran, Kesavan (ed.) International Conference - Innovative New Product Development: Engineering Meets Marketing (2005). Madras, India 21 - 23 Dec 2005 India.
Challenges for implementing wireless hand-held technology in health care: views from selected Queensland nurses
Gururajan, Raj, Moloney, Clint and Soar, Jeffrey. 2005. "Challenges for implementing wireless hand-held technology in health care: views from selected Queensland nurses." Journal of Telemedicine and Telecare. 11 (2 (Supplement)), pp. 37-38. https://doi.org/10.1258/135763305775124849
Wireless ehealth applications: are we on the right track?
Gururajan, Raj and Hafeez-Baig, Abdul. 2005. "Wireless ehealth applications: are we on the right track?" Isaias, Pedro, Nunes, Miguel Baptista and Reis, Antonio Palma dos (ed.) IADIS Virtual Multi Conference on Computer Science and Information Systems 2005 (IADIS 2005). Virtual 11 - 29 Apr 2005 United States.
Case study: wireless handheld application for an emergency department
Gururajan, Raj. 2005. "Case study: wireless handheld application for an emergency department." Isaias, Pedro, Nunes, Miguel Baptista and Reis, Antonio Palma dos (ed.) IADIS Virtual Multi Conference on Computer Science and Information Systems 2005 (IADIS 2005). Virtual 11 - 29 Apr 2005 United States.
Attitude towards plagiarism in information systems in Australian universities
Gururajan, Raj and Roberts, Dave. 2005. "Attitude towards plagiarism in information systems in Australian universities." Wei, Chih-Ping and Yen, Benjamin (ed.) 9th Pacific Asia Conference on Information Systems (PACIS 2005). Bangkok, Thailand 07 - 10 Jul 2005 Hong Kong.
Innovation in ageing for regional communities: planning for productive ageing in the Wide Bay/Burnett region of Queensland
Soar, Jeffrey, Garlick, Steve, Waterman, P. and Gururajan, Raj. 2005. "Innovation in ageing for regional communities: planning for productive ageing in the Wide Bay/Burnett region of Queensland." Abbey, Jennifer (ed.) 38th National Conference of the Australian Association of Gerontology. Gold Coast, Australia 09 - 11 Nov 2005 Sydney, Australia.
Out patient orthopaedic consultations via telehealth: a qualitative study
Gururajan, Raj, Gururajan, Vijaya, Moloney, Clint and Scott, Annette. 2005. "Out patient orthopaedic consultations via telehealth: a qualitative study." Beekhuyzen, Jenine, Von Hellens, Lisa, Guest, Karen, Morley, Morley and Collier, Toni (ed.) 2005 QualIT Challenges for Qualitative Research. Brisbane, Australia 23 - 25 Nov 2005 Brisbane, Australia.
Facilitators and inhibitors for wireless handheld technology: views from Queensland nurses
Gururajan, Raj and Moloney, Clint. 2005. "Facilitators and inhibitors for wireless handheld technology: views from Queensland nurses." Beekhuyzen, Jenine, Von Hellens, Lisa, Guest, Karen, Morley, Morley and Collier, Toni (ed.) 2005 QualIT Challenges for Qualitative Research. Brisbane, Australia 23 - 25 Nov 2005 Brisbane, Australia.
Adoption of wireless handheld technology: a case of Queensland healthcare
Gururajan, Raj, Hafeez-Baig, Abdul and Moloney, Clint. 2005. "Adoption of wireless handheld technology: a case of Queensland healthcare." Yeung, Jeff (ed.) 5th International Conference on Electronic Business: Enhancing Logistics & Supply Chain Competence Through E-Business (ICEB 2005). Hong Kong, China 05 - 09 Dec 2005 Hong Kong, China.
Necessity for a new technology acceptance model to predict adoption of wireless technology in healthcare
Gururajan, Raj, Toleman, Mark and Soar, Jeffrey. 2004. "Necessity for a new technology acceptance model to predict adoption of wireless technology in healthcare." Health Informatics Conference 2004 (HIC 2004). Brisbane, Australia 2004 Melbourne, Australia.
Opinions expressed by healthcare professionals on the impact of telecommunication services in implementing wireless technology
Gururajan, Raj and Vuori, Timo. 2005. "Opinions expressed by healthcare professionals on the impact of telecommunication services in implementing wireless technology." Cooper, Russel, Madden, Gary and Lloyd, Ashley (ed.) ITS Africa-Asia-Australasia Regional Conference - ICT Networks - Building Blocks for Economic Development (2005). Perth, Australia 28 - 30 Aug 2005 Perth, Australia.
Introducing mobile technologies in support of healthcare
Gururajan, Raj, Murugesan, San and Soar, Jeffrey. 2005. "Introducing mobile technologies in support of healthcare." Cutter IT Journal. 18 (8), pp. 12-18.
An examination into the role of knowledge management and computer security in organizations
Gururajan, Raj and Gururajan, Vijaya. 2005. "An examination into the role of knowledge management and computer security in organizations." Sohal, Amrik and Cooney, Richard (ed.) 7th International Research Conference on Quality, Innovation & Knowledge Management: Applications and Synthesis in the Global Economy. Kuala Lumpur, Malaysia 16 - 18 Feb 2005 Kuala Lumpur, Malaysia.
Drivers for wireless handheld technology: views from Queensland nurses
Gururajan, Raj, Moloney, Clint and Kerr, Don. 2005. "Drivers for wireless handheld technology: views from Queensland nurses." Shehadie, Elias (ed.) Australasian Business and Behavioural Sciences Association Conference 2005 (ABBSA 2005). Cairns, Australia 05 - 07 Aug 2005 Australia.
Wireless solutions developed for the Australian healthcare: a review
Gururajan, Raj and Murugesan, San. 2005. "Wireless solutions developed for the Australian healthcare: a review." Brookes, Wayne, Lawrence, Elaine, Steele, Robert and Chang, Elizabeth (ed.) International Conference on Mobile Business (ICMB 2005). Sydney, Australia 11 - 13 Jul 2005 Los Alamitos, CA. United States. https://doi.org/10.1109/ICMB.2005.116
Drivers and inhibitors of the adoption of wireless handheld technology in the healthcare industry: views from selected WA stakeholders
Quaddus, Mohammed, Fink, Dieter, Gururajan, Raj and Vuori, Timo. 2005. "Drivers and inhibitors of the adoption of wireless handheld technology in the healthcare industry: views from selected WA stakeholders." Grain, Heather, Wise, Marcus and Chu, Stephen (ed.) Health Informatics Conference 2005: Improving Healthcare Through Informatics (HIC 2005). Melbourne, Australia 31 Jul - 02 Aug 2005 Australia.
Mobile business: an exploratory study to define a framework for the transformation process
Tsai, Heng-Sheng and Gururajan, Raj. 2005. "Mobile business: an exploratory study to define a framework for the transformation process." Eldon, Li (ed.) APDSI 2005. Taipei, Taiwan 28 Jun - 02 Jul 2005 Taiwan.
An investigation into the factors of adoption of wireless applications for data management by nurses
Gururajan, Raj, Kerr, Don, Moloney, Clint and Houghton, Luke. 2005. "An investigation into the factors of adoption of wireless applications for data management by nurses." Eldon, Li (ed.) APDSI 2005. Taipei, Taiwan 28 Jun - 02 Jul 2005 Taipei, Taiwan.
Wireless workforce: legal issues and risks
Gururajan, Raj. 2005. "Wireless workforce: legal issues and risks." Dhillon, Gurpreet and Jaiswal, Mahadeo (ed.) 3rd Annual Conference on Information Science, Technology & Management (CISTM 2005). India 24 - 26 Jul 2005 Finland.
Implementation of electronic signatures: a discussion on regulatory issues
Gururajan, Raj. 2005. "Implementation of electronic signatures: a discussion on regulatory issues." Dhillon, Gurpreet and Jaiswal, Mahadeo (ed.) 3rd Annual Conference on Information Science, Technology & Management (CISTM 2005). India 24 - 26 Jul 2005 Finland.
Co-operative Monitor Web Page Based on MD5
Zhu, Guohun and Miao, YuQing. 2004. "Co-operative Monitor Web Page Based on MD5." GCC 2003: 2nd International Workshop on Grid and Cooperative Computing. Shanghai, China Germany. Springer.
A preliminary study to determine attitudes towards plagiarism in information systems
Roberts, Dave and Gururajan, Raj. 2004. "A preliminary study to determine attitudes towards plagiarism in information systems." Elliot, Steve, Williams, Mary-Anne, Williams, Sue and Pollard, Carol (ed.) 15th Australasian Conference on Information Systems (ACIS 2004). Hobart, Australia 01 - 03 Dec 2004 Hobart, Australia.
A preliminary study to determine the role of organizational knowledge in computer security
Gururajan, Raj and Thompson, Alan. 2004. "A preliminary study to determine the role of organizational knowledge in computer security." Elliott, Steve, Williams, Mary-Anne, Williams, Sue and Pollard, Carol (ed.) 15th Australasian Conference on Information Systems (ACIS 2004). Hobart, Australia 01 - 03 Dec 2004 Hobart, Australia.