Dr Md Abdul Awal

NameDr Md Abdul Awal
Email Addressmdabdul.awal@unisq.edu.au
Job TitleLecturer (Electrical and Electronic Engineering)
QualificationsPhD Qld
DepartmentSchool of Engineering
AffiliationsCentre for Health Research
ORCIDhttps://orcid.org/0000-0003-3028-4932
  • 372
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  • 106
    total downloads of outputs
  • 371
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  • 105
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PhD
Qld
2018

Fully Quanvolutional Networks for Time Series Classification

Orka, Nabil Anan, Haque, Ehtashamul, Awal, Md Abdul and Moni, Mohammad Ali. 2025. "Fully Quanvolutional Networks for Time Series Classification." 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '25). Toronto, Canada 03 - 07 Aug 2025 United States. Association for Computing Machinery (ACM). https://doi.org/10.1145/3711896.3736972

Quantum deep learning in neuroinformatics: a systematic review

Orka, Nabil Anan, Awal, Md Abdul, Liò, Pietro, Pogrebna, Ganna, Ross, Allen G and Moni, Mohammad Ali. 2025. "Quantum deep learning in neuroinformatics: a systematic review." Artificial Intelligence Review: an international survey and tutorial journal. 58 (5). https://doi.org/10.1007/s10462-025-11136-7

HepNet: Deep neural network for classification of early-stage hepatic steatosis using microwave signals

Hasan, Sazid, Brankovic, Aida, Awal, Md Abdul, Rezaeieh, Sasan Ahdi, Keating, Shelley E., Abbosh, Amin M. and Zamani, Ali. 2025. "HepNet: Deep neural network for classification of early-stage hepatic steatosis using microwave signals." IEEE Journal of Biomedical and Health Informatics. 29 (1), pp. 142-151. https://doi.org/10.1109/JBHI.2024.3489626

Towards non-invasive liver health monitoring: Comprehensive microwave dielectric spectroscopy of freshly excised human abdominal tissues

Awal, Md Abdul, Janani, Azin S., Rezaeieh, Sasan Ahdi, Macdonald, Graeme A. and Abbosh, Amin. 2024. "Towards non-invasive liver health monitoring: Comprehensive microwave dielectric spectroscopy of freshly excised human abdominal tissues." IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology. 9 (1), pp. 2-14. https://doi.org/10.1109/JERM.2024.3416758

Adaptive weighted vector means optimization for healthy and malignant skin modeling at microwave frequencies using clinical data

Awal, Md Abdul, Naqvi, Syed Akbar Raza, Foong, Damien and Abbosh, Amin. 2024. "Adaptive weighted vector means optimization for healthy and malignant skin modeling at microwave frequencies using clinical data." IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology. 8 (2), pp. 170-181. https://doi.org/10.1109/JERM.2024.3374090

A comprehensive bioinformatics approach to identify molecular signatures and key pathways for the Huntington disease

Meem, Tahera Mahnaz, Khan, Umama, Mredul, Md Bazlur Rahman, Awal, Md Abdul, Rahman, Md Habibur and Khan, Md Salauddin. 2023. "A comprehensive bioinformatics approach to identify molecular signatures and key pathways for the Huntington disease." Bioinformatics and Biology Insights. 17, pp. 1-17. https://doi.org/10.1177/11779322231210098

HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting

Pinki, Farhana Tazmim, Awal, Md Abdul, Mumenin, Khondoker Mirazu, Hossain, Md. Shahadat, Faysal, Jabed Al, Rana, Rajib, Almuqren, Rajib, Ksibi, Amel and Samad, Md Abdus. 2023. "HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient Boosting." Mathematics. 11 (18). https://doi.org/10.3390/math11183960

Prevalence and factors associated with chronic school absenteeism among 207,107 in-school adolescents: Findings from cross-sectional studies in 71 low-middle and high-income countries

Rahman, Md Ashfikur, Renzaho, Andre M. N., Kundu, Satyajit, Awal, Md. Abdul, Ashikuzzaman, Md., Fan, Lijun, Ahinkorah, Bright Opoku, Okyere, Joshua, Kamara, Joseph Kihika and Mahumud, Rashidul Alam. 2023. "Prevalence and factors associated with chronic school absenteeism among 207,107 in-school adolescents: Findings from cross-sectional studies in 71 low-middle and high-income countries." PLoS One. 18 (5). https://doi.org/10.1371/journal.pone.0283046

Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorder

Mredul, Md Bazlur Rahman, Khan, Umama, Rana, Humayan Kabir, Meem, Tahera Mahnaz, Awal, Md Abdul, Rahman, Md Habibur and Khan, Md Salauddin. 2022. "Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorder." Bioinformatics and Biology Insights. 16, pp. 1-14. https://doi.org/10.1177/11779322221145373

Early Prediction of Diabetes Using an Ensemble of Machine Learning Models

Dutta, Aishwariya, Hasan, Md Kamrul, Ahmad, Mohiuddin, Awal, Md Abdul, Islam, Md Akhtarul, Masud, Mehedi and Meshref, Hossam. 2022. "Early Prediction of Diabetes Using an Ensemble of Machine Learning Models ." International Journal of Environmental Research and Public Health. 19 (19). https://doi.org/10.3390/ijerph191912378

HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis

Islam, Md Saiful, Awal, Md. Abdul, Laboni, Jinnaton Nessa, Pinki, Farhana Tazmim, Karmokar, Shatu, Mumenin, Khondoker Mirazul, Al-Ahmadi, Saad, Rahman, Md Ashfikur, Hossain, Md Shahadat and Mirjalili, Seyedali. 2022. "HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis." Computers in Biology and Medicine. 147. https://doi.org/10.1016/j.compbiomed.2022.105671

Development of a smartphone-based expert system for COVID-19 risk prediction at early stage

Raihan, M., Hassan, Md Mehedi, Hasan, Towhid, Bulbul, Abdullah Al-Mamun, Hasan, Md Kamrul, Hossain, Md Shahadat, Roy, Dipa Shuvo and Awal, Md Abdul. 2022. "Development of a smartphone-based expert system for COVID-19 risk prediction at early stage." Bioengineering. 9 (7). https://doi.org/10.3390/bioengineering9070281

Covid-19 fake news detection on social media

Mumenin, Khondoker Mirazul, Reza, Khondker Jahid, Shathi, Swarna Saha, Akter, Humayra, Raihan, M., Hassan, Md Mehedi, Rahman, Shagoto and Awal, Md Abdul. 2022. "Covid-19 fake news detection on social media." 2021 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2). Rajshahi, Bangladesh 26 - 27 Dec 2021 Bangladesh. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IC4ME253898.2021.9768523

Understanding world happiness using machine learning techniques

Ibnat, F., Gyalmo, Jigmey, Alom, Zulfikar, Awal, Md Abdul and Azim, Mohammad Abdul. 2022. "Understanding world happiness using machine learning techniques." 2021 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2). Rajshahi, Bangladesh 26 - 27 Dec 2021 Bangladesh. https://doi.org/10.1109/IC4ME253898.2021.9768407

Influential Causes that Affect Largely for the Survival of a Patient with Heart-failure: A Machine Learning Perspective

Talin, Iffat Ara, Abid, Mahmudul Hasan, Awal, Md Abdul and Nahid, Abdullah-Al. 2022. "Influential Causes that Affect Largely for the Survival of a Patient with Heart-failure: A Machine Learning Perspective." 2021 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2). Rajshahi, Bangladesh 26 - 27 Dec 2021 Bangladesh. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IC4ME253898.2021.9768462

OLGBM: Optuna optimized light gradient boosting machine for intrusion detection

Arifin, Md Mashrur, Based, Md Mashrur, Mumenin, Khondoker Mirazul, Imran, Ali, Azim, Mohammad Abdul, Alom, Zulfikar and Awal, Md Abdul. 2022. "OLGBM: Optuna optimized light gradient boosting machine for intrusion detection." 2021 International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering (IC4ME2). Rajshahi, Bangladesh 26 - 27 Dec 2021 Bangladesh. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/IC4ME253898.2021.9768555

An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP

Debjit, Kumar, Islam, Md Saiful, Rahman, Md. Abadur, Pinki, Farhana Tazmim, Nath, Rajan Dev, Al-Ahmadi, Saad, Hossain, Md. Shahadat, Mumenin, Khondoker Mirazul and Awal, Md. Abdul. 2022. "An Improved Machine-Learning Approach for COVID-19 Prediction Using Harris Hawks Optimization and Feature Analysis Using SHAP." Diagnostics. 12 (5). https://doi.org/10.3390/diagnostics12051023

Bangla natural language processing: A comprehensive review of classical machine learning and deep learning based methods

Sen, Ovishake, Fuad, Mohtasim, Islam, Md Nazrul, Rabbi, Jakaria, Masud, Mehedi, Hasan, Md. Kamrul, Awal, Md. Abdul, Fime, Awal Ahmed, Fuad, Md. Tahmid Hasan, Sikder, Delowar and Iftee, Md. Akil Raihan. 2022. "Bangla natural language processing: A comprehensive review of classical machine learning and deep learning based methods." IEEE Access. 10, pp. 38999-39044. https://doi.org/10.1109/ACCESS.2022.3165563

Machine learning approaches for predicting hypertension and its associated factors using population-level data from three South Asian countries

Islam, Sheikh Mohammed Shariful, Talukder, Ashis, Awal, Md Abdul, Siddiqui, Md Muhammad Umer, Ahamad, Md Martuza, Ahammed, Benojir, Rawal, Lal B, Alizadehsani, Roohallah, Abawajy, Jemal, Laranjo, Liliana, Chow, Clara K. and Maddison, Ralph. 2022. "Machine learning approaches for predicting hypertension and its associated factors using population-level data from three South Asian countries." Frontiers in Cardiovascular Medicine. 9. https://doi.org/10.3389/fcvm.2022.839379

Identification of molecular signatures and pathways common to blood cells and brain tissue based RNA-Seq datasets of bipolar disorder: Insights from comprehensive bioinformatics approach

Islam, AM Humyra, Rahman, Md Habibur, Bristy, Sadia Afrin, Andalib, KM Salim, Khan, Umama, Awal, Md Abdul, Hossain, Md Shahadat and Moni, Mohammad Ali. 2022. "Identification of molecular signatures and pathways common to blood cells and brain tissue based RNA-Seq datasets of bipolar disorder: Insights from comprehensive bioinformatics approach." Informatics in Medicine Unlocked. 29. https://doi.org/10.1016/j.imu.2022.100881

Determination of molecular signatures and pathways common to brain tissues of autism spectrum disorder: insights from comprehensive bioinformatics approach

Bristy, Sadia Afrin, Islam, AM Humyra, Andalib, KM Salim, Khan, Umama, Awal, Md Abdul and Rahman, Md Habibur. 2022. "Determination of molecular signatures and pathways common to brain tissues of autism spectrum disorder: insights from comprehensive bioinformatics approach." Informatics in Medicine Unlocked. 29. https://doi.org/10.1016/j.imu.2022.100871

Machine learning models for classification and identification of significant attributes to detect type 2 diabetes

Howlader, Koushik Chandra, Satu, Md Shahriare, Awal, Md Abdul, Islam, Md Rabiul, Islam, Sheikh Mohammed Shariful, Quinn, Julian MW and Moni, Mohammad Ali. 2022. "Machine learning models for classification and identification of significant attributes to detect type 2 diabetes." Health Information Science and Systems. 10 (1). https://doi.org/10.1007/s13755-021-00168-2

Fake news detection of covid-19 using machine learning techniques

Ghosh, Promila, Raihan, M., Hassan, Md Mehedi, Akter, Laboni, Zaman, Sadika and Awal, Md Abdul. 2022. "Fake news detection of covid-19 using machine learning techniques." 4th International Conference on Intelligent Computing and Optimization 2021 (ICO2021). Hua Hin, Thailand 30 - 31 Dec 2021 Switzerland . Springer. https://doi.org/10.1007/978-3-030-93247-3_46

Deep Bidirectional LSTM Network Learning-Aided OFDMA Downlink and SC-FDMA Uplink

Kadir, Rafiul, Saha, Ritu, Awal, Md Abdul and Kadir, Mohammad Ismat. 2021. "Deep Bidirectional LSTM Network Learning-Aided OFDMA Downlink and SC-FDMA Uplink." 2021 International Conference on Electronics, Communications and Information Technology (ICECIT). Khulna, Bangladesh 14 - 16 Sep 2021 Bangladesh. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICECIT54077.2021.9641123

GWO-XGB: Grey Wolf Optimization-based eXtreme Gradient Boosting for Hypertension Prediction in Bangladesh

Tahsin, Tasfia, Mumenin, Khondoker Mirazul, Pinki, Farhana Tazmim, Tuli, Anamika Biswas, Sikder, Shahriar, Rahman, Md Ashfikur, Bulbul, Abdullah Al-Mamun and Awal, Md Abdul. 2021. "GWO-XGB: Grey Wolf Optimization-based eXtreme Gradient Boosting for Hypertension Prediction in Bangladesh." 2021 International Conference on Electronics, Communications and Information Technology (ICECIT). Khulna, Bangladesh 14 - 16 Sep 2021 Bangladesh. IEEE (Institute of Electrical and Electronics Engineers). https://doi.org/10.1109/ICECIT54077.2021.9641256

Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images

Mondal, Chayan, Hasan, Md Kamrul, Ahmad, Mohiuddin, Awal, Md. Abdul, Jawad, Md. Tasnim, Dutta, Aishwariya, Islam, Md Rabiul and Moni, Mohammad Ali. 2021. "Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images." Informatics in Medicine Unlocked. 27. https://doi.org/10.1016/j.imu.2021.100794

LDPC coded hybrid discrete cosine transform and Fejér–Korovkin wavelet transform-based SC-FDMA for image communication

Kadir, Rafiul, Saha, Ritu, Akhter, Md Mueid, Awal, Md Abdul and Kadir, Mohammad Ismat. 2021. "LDPC coded hybrid discrete cosine transform and Fejér–Korovkin wavelet transform-based SC-FDMA for image communication." Array. 12. https://doi.org/10.1016/j.array.2021.100107

EEG channel correlation based model for emotion recognition

Islam, Md Rabiul, Islam, Md Milon, Rahman, Md Mustafizur, Mondal, Chayan, Singha, Suvojit Kumar, Ahmad, Mohiuddin, Awal, Abdul, Islam, Md Saiful and Moni, Mohammad Ali. 2021. "EEG channel correlation based model for emotion recognition." Computers in Biology and Medicine. 136. https://doi.org/10.1016/j.compbiomed.2021.104757

Voiceless Bangla vowel recognition using sEMG signal

Mostafa, S.S., Awal, M.A., Ahmad, M. and Rashid, M.A.. 2016. "Voiceless Bangla vowel recognition using sEMG signal." SpringerPlus. 5 (1). https://doi.org/10.1186/s40064-016-3170-9

Performance analysis of different m-ary modulation techniques in fading channels using different diversity

Ahmed, Mohammad Riaz, Ahmed, Md Rumen, Robin, Md Ruhul Amin, Asaduzzaman, Md, Hossain, Md Mahbub and Awal, Md Abdul. 2010. "Performance analysis of different m-ary modulation techniques in fading channels using different diversity." Journal of Theoretical and Applied Information Technology. 15 (1), pp. 23-28.