ANZSRC Field of Research
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Latest research outputs
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The relationship between natural rain intensity and Ascochyta blight in chickpea development
Khaliq, Ihsanul, Moore, Kevin and Sparks, Adam H.. 2022. "The relationship between natural rain intensity and Ascochyta blight in chickpea development." European Journal of Plant Pathology. 164 (3), pp. 313-323. https://doi.org/10.1007/s10658-022-02538-2Article
ViVGG19: Novel exemplar deep feature extraction-based shoulder rotator cuff tear and biceps tendinosis detection using magnetic resonance images
Key, Sefa, Demir, Sukru, Gurger, Murat, Yilmaz, Erhan, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Arunkumar, N., Tan, Ru-San and Acharya, U Rajendra. 2022. "ViVGG19: Novel exemplar deep feature extraction-based shoulder rotator cuff tear and biceps tendinosis detection using magnetic resonance images." Medical Engineering and Physics. 110. https://doi.org/10.1016/j.medengphy.2022.103864Article
SPYGLASS. III. The Fornax-Horologium Association and Its Traceback History within the Austral Complex
Kerr, Ronan, Kraus, Kraus, Murphy, Simon, Krolikowski, Daniel M., Bedding, Timothy R. and Rizzuto, Aaron C.. 2022. "SPYGLASS. III. The Fornax-Horologium Association and Its Traceback History within the Austral Complex." The Astrophysical Journal: an international review of astronomy and astronomical physics. 941 (2). https://doi.org/10.3847/1538-4357/aca0ddArticle
SPYGLASS. II. The Multigenerational and Multiorigin Star Formation History of Cepheus Far North
Kerr, Ronan, Kraus, Adam L., Murphy, Simon J., Krolikowski, Daniel M., Offner, Stella S. R., Tofflemire, Benjamin M. and Rizzuto, Aaron C.. 2022. "SPYGLASS. II. The Multigenerational and Multiorigin Star Formation History of Cepheus Far North ." The Astrophysical Journal: an international review of astronomy and astronomical physics. 941 (1). https://doi.org/10.3847/1538-4357/ac9b45Article
PFP-LHCINCA: Pyramidal Fixed-Size Patch-Based Feature Extraction and Chi-Square Iterative Neighborhood Component Analysis for Automated Fetal Sex Classification on Ultrasound Images
Kaplan, Ela, Ekinci, Tekin, Kaplan, Selcuk, Barua, Prabal Datta, Dogan, Sengul, Tuncer, Turker, Tan, Ru-San, Arunkumar, N and Acharya, U. Rajendra. 2022. "PFP-LHCINCA: Pyramidal Fixed-Size Patch-Based Feature Extraction and Chi-Square Iterative Neighborhood Component Analysis for Automated Fetal Sex Classification on Ultrasound Images." Contrast Media and Molecular Imaging. 2022. https://doi.org/10.1155/2022/6034971Article
Antimicrobials in dog-to-dog bite wounds: A retrospective study of 1526 dog bite events (1999-2019)
Kalnins, Nicole J., Gibson, Justine S., Stewart, Allison J., Croton, Catriona, Purcell, Sarah L., Rajapaksha, Bandula and Haworth, Mark. 2022. "Antimicrobials in dog-to-dog bite wounds: A retrospective study of 1526 dog bite events (1999-2019)." Journal of Veterinary Internal Medicine. 36 (6), pp. 2028-2041. https://doi.org/10.1111/jvim.16574Article
A VetCompass Australia Study of Antimicrobial Use in Dog-to-Dog Bite Wounds (1998–2018)
Kalnins, Nicole Jacqueline, Croton, Catriona, Haworth, Mark Haworth, Gibson, Justine, Purcell, Sarah Leonie and Stewart, Allison Jean. 2022. "A VetCompass Australia Study of Antimicrobial Use in Dog-to-Dog Bite Wounds (1998–2018)." Antibiotics. 11 (1). https://doi.org/10.3390/antibiotics11010055Article
Explainable diabetes classification using hybrid Bayesian-optimized TabNet architecture
Joseph, Lionel P., Joseph, Erica A. and Prasad, Ramendra. 2022. "Explainable diabetes classification using hybrid Bayesian-optimized TabNet architecture." Computers in Biology and Medicine. 151 (Part A). https://doi.org/10.1016/j.compbiomed.2022.106178Article
Educational considerations for health professionals to effectively work with clients with complex regional pain syndrome
Johnston-Devin, Colleen, Oprescu, Florin, Wallis, Marianne and Gray, Marion. 2022. "Educational considerations for health professionals to effectively work with clients with complex regional pain syndrome." PLoS One. 17 (6). https://doi.org/10.1371/journal.pone.0269337Article
A Survey on Contact Tracing: The Latest Advancements and Challenges
Jiang, Ting, Zhang, Yang Zhang, Zhang, Minhao, Yu, Ting, Chen, Yizheng, Lu, Chenhao, Zhang, Ji, Li, Zhao, Gao, Jun and Zhou, Shuigeng. 2022. "A Survey on Contact Tracing: The Latest Advancements and Challenges." ACM Transactions on Spatial Algorithms and Systems. 8 (2), pp. 1-35. https://doi.org/10.1145/3494529Article
A machine learning framework to predict the next month's daily milk yield, milk composition and milking frequency for cows in a robotic dairy farm
Ji, Boyu, Banhazi, Thomas, Phillips, Clive J.C., Wang, Chaoyuan and Li, Baoming. 2022. "A machine learning framework to predict the next month's daily milk yield, milk composition and milking frequency for cows in a robotic dairy farm." Biosystems Engineering. 216, pp. 186-197. https://doi.org/10.1016/j.biosystemseng.2022.02.013Article
The ‘Giraffe’: discovery of a stripped red giant in an interacting binary with an ∼2 M⊙ lower giant
Jayasinghe, T., Thompson, Todd A, Kochanek, C S, Stanek, K Z, Rowan, D M, Martin, D V, El-Badry, Kareem, Vallely, P J, Hinkle, J T, Huber, D, Isaacson, H, Tayar, J, Auchettl, K, Ilyin, I, Howard, A W and Badenes, C. 2022. "The ‘Giraffe’: discovery of a stripped red giant in an interacting binary with an ∼2 M⊙ lower giant ." Monthly Notices of the Royal Astronomical Society. 516 (4), pp. 5945-5963. https://doi.org/10.1093/mnras/stac2187Article
Cropping systems intensification and diversification: risk, vulnerability and adaptation in southwest coastal Bangladesh
Jamal, Md., Kristiansen, Paul, Kabi, Md. Jahangir and de Bruyn, Lisa Lobry. 2022. "Cropping systems intensification and diversification: risk, vulnerability and adaptation in southwest coastal Bangladesh." International Journal of Sustainable Development and World Ecology. 29 (8), pp. 677-694. https://doi.org/10.1080/13504509.2022.2073615Article
Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals
Jahmunah, V., Ng, E.Y.K., Tan, Ru-San, Oh, Shu Lih and Acharya, U Rajendra. 2022. "Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals." Computers in Biology and Medicine. 146. https://doi.org/10.1016/j.compbiomed.2022.105550Article
Using the Achievement of Therapeutic Objectives Scale to Operationalize “Unlocking” of the Unconscious
Hoviatdoost, Pejman, Schweitzer, Robert, Bandarian, Sia, Arthey, Stephen and Izadikhah, Zahra. 2022. "Using the Achievement of Therapeutic Objectives Scale to Operationalize “Unlocking” of the Unconscious ." American Journal of Psychotherapy. 75 (4), pp. 161-167. https://doi.org/10.1176/appi.psychotherapy.20200040Article
Method and dataset entity mining in scientific literature: A CNN + BiLSTM model with self-attention
Hou, Linlin, Zhang, Ji, Wu, Ou, Yu, Ting, Wang, Zhen, Li, Zhao, Gao, Jianliang, Ye, Yingchun and Yao, Rujing. 2022. "Method and dataset entity mining in scientific literature: A CNN + BiLSTM model with self-attention." Knowledge-Based Systems. 235. https://doi.org/10.1016/j.knosys.2021.107621Article
An innovative clustering technique to generate hybrid modeling of cooling coils for energy analysis: A case study for control performance in HVAC systems
Homod, Raad Z., Togun, Hussein, Ateeq, Adnan A., Al-Mousawi, Fadhel Noraldeen, Yaseen, Zaher Mundher, Al-Kouz, Wael, Hussein, Ahmed Kadhim, Alawi, Omer A., Goodarzi, Marjan and Ahmadi, Goodarz. 2022. "An innovative clustering technique to generate hybrid modeling of cooling coils for energy analysis: A case study for control performance in HVAC systems." Renewable and Sustainable Energy Reviews. 166. https://doi.org/10.1016/j.rser.2022.112676Article
LkHα 225 (V1318 Cyg) South in Outburst
Hillenbrand, Lynne A., Isaacson, Howard, Rodriguez, Antonio C., Connelley, Michael, Reipurth, Bo, Kuhn, Michael A., Beck, Tracy and Perez, Diego Rodriguez. 2022. "LkHα 225 (V1318 Cyg) South in Outburst ." The Astronomical Journal. 163 (3). https://doi.org/10.3847/1538-3881/ac4752Article
HD 207897 b: A dense sub-Neptune transiting a nearby and bright K-type star
Heidari, N., Boisse, I., Orell-Miquel, J., Hebrard, G., Acuna, L., Hara, N. C., Lillo-Box, J., Eastman, J. D., Arnold, L., Astudillo-Defru, N., Adibekyan, V., Bieryla, A., Bonfils, X., Bouchy, F., Barclay, T., Brasseur, C. E., Borgniet, S., Bourrier, V., Buchhave, L., ..., Weiss, L. M.. 2022. "HD 207897 b: A dense sub-Neptune transiting a nearby and bright K-type star." Astronomy and Astrophysics: a European journal. 658. https://doi.org/10.1051/0004-6361/202141429Article
Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning
Harimi, Ali, Majd, Yahya, Gharahbagh, Abdorreza Alavi, Hajihashemi, Vahid, Esmaileyan, Zeynab, Machado, José J. M. and Tavares, João Manuel R. S.. 2022. "Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning." Sensors. 22 (24). https://doi.org/10.3390/s22249569Article
Conflict-related environmental damages on health: lessons learned from the past wars and ongoing Russian invasion of Ukraine
Harada, Kouji H., Soleman, Sani Rachman, Ang, Jeremy Sea Meng and Trzcinski, Antoine P.. 2022. "Conflict-related environmental damages on health: lessons learned from the past wars and ongoing Russian invasion of Ukraine." Environmental Health and Preventive Medicine. 27. https://doi.org/10.1265/ehpm.22-00122Article
“The interpersonal is political”: Understanding the sociological ambivalence created in parent and adult offspring cohabiting relationships
Halliwell, Sherree and Ackers, George Karl. 2022. "“The interpersonal is political”: Understanding the sociological ambivalence created in parent and adult offspring cohabiting relationships." Family Relations. 71 (3), pp. 1247-1265. https://doi.org/10.1111/fare.12627Article
Restricted assembly of ultralow loading of graphene oxide for lightweight, mechanically flexible and flame retardant polydimethylsiloxane foam composites
Guo, Bi-Fan, Wang, Peng-Huan, Cao, Cheng-Fei, Qu, Zhang-Hao, Lv, Ling-Yu, Zhang, Guo-Dong, Gong, Li-Xiu, Song, Pingan, Gao, Jie-Feng, Mai, Yiu-Wing and Tang, Long-Cheng. 2022. "Restricted assembly of ultralow loading of graphene oxide for lightweight, mechanically flexible and flame retardant polydimethylsiloxane foam composites." Composites Part B: Engineering. 247. https://doi.org/10.1016/j.compositesb.2022.110290Article
The lived experience of haemodialysis patients managed with transmission-based precautions for MDRO colonisation: A qualitative study
Gray, Nicholas A., Toy, Lisa, Dalla-Bona, Kim, Broom, Jennifer and Gray, Marion. 2022. "The lived experience of haemodialysis patients managed with transmission-based precautions for MDRO colonisation: A qualitative study." Infection, Disease and Health. 27 (4), pp. 211-218. https://doi.org/10.1016/j.idh.2022.05.003Article
Behavior of Hollow Glass Fiber-Reinforced Polymer-Reinforced Concrete Columns under Axial Load: Experimental and Theoretical Investigation
Gouda, Mohammed Gamal, Mohamed, Hamdy M., Manalo, Allan C. and Benmokrane, Brahim. 2022. "Behavior of Hollow Glass Fiber-Reinforced Polymer-Reinforced Concrete Columns under Axial Load: Experimental and Theoretical Investigation." ACI Structural Journal. 119 (6), pp. 289-302. https://doi.org/10.14359/51736117Article
A novel approach for deterioration and damage identification in building structures based on Stockwell-Transform and deep convolutional neural network
Gharehbaghi, Vahid Reza, Kalbkhani, Hashem, Farsangi, Ehsan Noroozinejad, Yang, T.Y., Nguyen, Andy, Mirjalili, Seyedali and Malaga‑Chuquitaype, Christian. 2022. "A novel approach for deterioration and damage identification in building structures based on Stockwell-Transform and deep convolutional neural network." Journal of Structural Integrity and Maintenance. 7 (2), pp. 136-150. https://doi.org/10.1080/24705314.2021.2018840Article
Two decades of association mapping: Insights on disease resistance in major crops
Gangurde, Sunil S., Xavier, Alencar, Naik, Yogesh Dashrath, Jha, Uday Chand, Rangari, Sagar Krushnaji, Kumar, Raj, Reddy, M. S. Sai, Channale, Sonal, Elango, Dinakaran, Mir, Reyazul Rouf, Zwart, Rebecca, Laxuman, C., Sudini, Hari Kishan, Pandey, Manish K., Punnuri, Somashekhar, Mendu, Venugopal, Reddy, Umesh K., Guo, Baozhu, Gangarao, N. V. P. R., ..., Thudi, Mahendar. 2022. "Two decades of association mapping: Insights on disease resistance in major crops." Frontiers in Plant Science. 13. https://doi.org/10.3389/fpls.2022.1064059Article
Searching for Broadband Pulsed Beacons from 1883 Stars Using Neural Networks
Gajjar, Vishal, LeDuc, Dominic, Chen, Jiani, Siemion, Andrew P. V., Sheikh, Sofia Z., Brzycki, Bryan, Croft, Steve, Czech, Daniel, DeBoer, David, DeMarines, Julia, Drew, Jamie, Isaacson, Howard, Lacki, Brian C., Lebofsky, Matt, MacMahon, David H. E., Ng, Cherry, de Pater, Imke, Perez, Karen I., Price, Danny C., ..., Worden, S. Pete. 2022. "Searching for Broadband Pulsed Beacons from 1883 Stars Using Neural Networks." The Astrophysical Journal: an international review of astronomy and astronomical physics. 932 (2). https://doi.org/10.3847/1538-4357/ac6dd5Article
The Breakthrough Listen Search for Intelligent Life: Technosignature Search of Transiting TESS Targets of Interest
Franz, Noah, Croft, Steve, Siemion, Andrew P. V., Traas, Raffy, Brzycki, Bryan, Gajjar, Vishal, Isaacson, Howard, Lebofsky, Matthew, MacMahon, David H. E., Price, Danny C., Sheikh, Sofia Z., DeMarines, Julia and Drew, Jamie. 2022. "The Breakthrough Listen Search for Intelligent Life: Technosignature Search of Transiting TESS Targets of Interest." The Astronomical Journal. 163 (3). https://doi.org/10.3847/1538-3881/ac46c9Article
Paediatric post-discharge pain and parent perceptions of support from an Australian nurse practitioner led acute pain service
Forster, Elizabeth M., Kotzur, Catherine, Richards, Julianne and Gilmour, John. 2022. "Paediatric post-discharge pain and parent perceptions of support from an Australian nurse practitioner led acute pain service." Journal of Child Health Care. 26 (3), pp. 394-406. https://doi.org/10.1177/13674935211014742Article
FAST CBT for pediatric OCD: A multiple-baseline controlled pilot trial of parent training in exposure and response prevention delivered via telehealth
Farrell, Lara J., de Diaz, Natalja A. Nabinger, Mathieu, Sharna, McKenzie, Matthew L., Miyamoto, Taka, Donovan, Caroline L., Waters, Allison M., March, Sonja, Bothma, Nicole, Kroon, Rianca, Simcock, Gabrielle, Ware, Robert S., Selle, Robert R., Storch, Eric A. and Ollendick, Thomas. 2022. "FAST CBT for pediatric OCD: A multiple-baseline controlled pilot trial of parent training in exposure and response prevention delivered via telehealth." Frontiers in Psychology. 13. https://doi.org/10.3389/fpsyg.2022.1009735Article
Application of the ANOVA method in the optimization of a thermoelectric cooler-based dehumidification system
Eltaweel, Mahmoud, Heggy, Aya H., Yaseen, Zaher Mundher, Alawi, Omer A., Falah, Mayadah W., Hussein, Omar A., Ahmed, Waqar, Homod, Raad Z. and Abdelrazek, Ali H.. 2022. "Application of the ANOVA method in the optimization of a thermoelectric cooler-based dehumidification system." Energy Reports. 8, pp. 10533-10545. https://doi.org/10.1016/j.egyr.2022.08.193Article
Assessing the Efficiency of Remote Sensing and Machine Learning Algorithms to Quantify Wheat Characteristics in the Nile Delta Region of Egypt
Elmetwalli, Adel H., Mazrou, Yasser S. A., Tyler, Andrew N., Hunter, Peter D., Elsherbiny, Osama, Yaseen, Zaher Mundher and Elsayed, Salah. 2022. "Assessing the Efficiency of Remote Sensing and Machine Learning Algorithms to Quantify Wheat Characteristics in the Nile Delta Region of Egypt." Agriculture. 12 (3). https://doi.org/10.3390/agriculture12030332Article
Uniaxial Compression Behavior of Short Square and Circular RC Piles Constructed with GFRP Bars and Spirals Preconditioned in Simulated Marine Environments
Elhamaymy, Ahmed, Mohamed, Hamdy, Manalo, Allan and Benmokrane, Brahim. 2022. "Uniaxial Compression Behavior of Short Square and Circular RC Piles Constructed with GFRP Bars and Spirals Preconditioned in Simulated Marine Environments." Journal of Composites for Construction. 26 (3). https://doi.org/10.1061/(ASCE)CC.1943-5614.0001219Article
Discerning potable water sources using Monte Carlo based simulation for health risk assessment in Omu-Aran, Nigeria
Elemile, O.O., Ibitogbe, E.M., Obayomi, K.S., Trzcinski, P.A., Falana, B.M., Okon, E.M., Olajide, S.O., Arije, D., Tokula, B.E. and Ibitoye, O.O.. 2022. "Discerning potable water sources using Monte Carlo based simulation for health risk assessment in Omu-Aran, Nigeria." Groundwater for Sustainable Development. 19. https://doi.org/10.1016/j.gsd.2022.100843Article
A Randomised, Double-Blind, Placebo-Controlled Crossover Trial of Resveratrol Supplementation for Prophylaxis of Hormonal Migraine
Dzator, Jemima S. A., Howe, Peter R. C., Coupland, Kirsten G. and Wong, Rachel H. X.. 2022. "A Randomised, Double-Blind, Placebo-Controlled Crossover Trial of Resveratrol Supplementation for Prophylaxis of Hormonal Migraine." Nutrients. 14 (9). https://doi.org/10.3390/nu14091763Article
Wearable Sensor Technology to Predict Core Body Temperature: A Systematic Review
Dolson, Conor M., Harlow, Ethan R., Phelan, Dermot M., Gabbett, Tim J., Gaal, Benjamin, McMellen, Christopher, Geletka, Benjamin J., Calcei, Jacob G., Voos, James E. and Seshadri, Dhruv R.. 2022. "Wearable Sensor Technology to Predict Core Body Temperature: A Systematic Review." Sensors. 22 (19). https://doi.org/10.3390/s22197639Article
Fungal Pathogens of Navua sedge (Cyperus aromaticus) in equatorial Africa as prospective weed biological control agents
Dhileepan, Kunjithapatham, Musili, Paul Mutuku, Ntandu, John Elia, Chukwuma, Emmanuel, Kurose, Daisuke, Seier, Marion Karin, Ellison, Carol Ann and Shivas, Roger Graham. 2022. "Fungal Pathogens of Navua sedge (Cyperus aromaticus) in equatorial Africa as prospective weed biological control agents." Biocontrol Science and Technology. 32 (1), pp. 114-120. https://doi.org/10.1080/09583157.2021.1968344Article
Resilience of hydropower plants to flow variation through the concept of flow elasticity of power: Theoretical development
Devkota, Laxmi P., Bhattarai, Utsav, Khatri, Pawan, Marahatta, Suresh and Shrestha, Dibesh. 2022. "Resilience of hydropower plants to flow variation through the concept of flow elasticity of power: Theoretical development." Renewable Energy. 184, pp. 920-932. https://doi.org/10.1016/j.renene.2021.11.051Article
Determination of ozone concentration using gene expression programming algorithm (GEP)- Zrenjanin, Serbia
Dehghani, Hesam, Velicković, Milica, Jodeiri Shokri, Behshad, Mihajlovic, Ivan, Nikolic, Djordje and Panic, Marija. 2022. "Determination of ozone concentration using gene expression programming algorithm (GEP)- Zrenjanin, Serbia." International Journal of Mining and Geo-Engineering. 56 (1), pp. 1-9. https://doi.org/10.22059/IJMGE.2021.313278.594874Article
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