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2025 Journal Article Quantum deep learning in neuroinformatics: a systematic reviewOrka, 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, 58 (5) 134. doi: 10.1007/s10462-025-11136-7 |
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2024 Conference Publication Integrating dielectric modelling with machine learning for skin cancer classificationAwal, Md Abdul, Naqvi, Syed Akbar Raza and Abbosh, Amin (2024). Integrating dielectric modelling with machine learning for skin cancer classification. 2024 IEEE Asia-Pacific Microwave Conference (APMC), Bali, Indonesia, 17-20 November 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/apmc60911.2024.10867598 |
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2024 Journal Article HepNet: deep neural network for classification of early-stage hepatic steatosis using microwave signalsHasan, Sazid, Brankovic, Aida, Awal, Md Abdul, Rezaeieh, Sasan Ahdi, Keating, Shelley E., Abbosh, Amin M. and Zamani, Ali (2024). HepNet: deep neural network for classification of early-stage hepatic steatosis using microwave signals. IEEE Journal of Biomedical and Health Informatics, 29 (1), 142-151. doi: 10.1109/jbhi.2024.3489626 |
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2024 Conference Publication Scaled wavelet for hepatic steatosis classification using microwave signalsHasan, Sazid, Zamani, Ali, Awal, Md Abdul and Abbosh, Amin (2024). Scaled wavelet for hepatic steatosis classification using microwave signals. 2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI), Firenze, Italy, 14-19 July 2024. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/ap-s/inc-usnc-ursi52054.2024.10686529 |
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2024 Journal Article Adaptive weighted vector means optimization for healthy and malignant skin modeling at microwave frequencies using clinical dataAwal, 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), 1-12. doi: 10.1109/jerm.2024.3374090 |
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2024 Journal Article Towards non-invasive liver health monitoring: comprehensive microwave dielectric spectroscopy of freshly excised human abdominal tissuesAwal, 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 (99), 1-13. doi: 10.1109/jerm.2024.3416758 |
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2023 Journal Article HGSOXGB: Hunger-Games-Search-Optimization-Based Framework to Predict the Need for ICU Admission for COVID-19 Patients Using eXtreme Gradient BoostingPinki, Farhana Tazmim, Awal, Md Abdul, Mumenin, Khondoker Mirazul, Hossain, Md. Shahadat, Faysal, Jabed Al, Rana, Rajib, Almuqren, Latifah, 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) 3960, 1-19. doi: 10.3390/math11183960 |
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2022 Conference Publication Fake news detection of COVID-19 using machine learning techniquesGhosh, 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. ICO 2021: Intelligent Computing and Optimization, Online, 30 - 31 December 2021. Cham, Switzerland: Springer International Publishing. doi: 10.1007/978-3-030-93247-3_46 |
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2022 Journal Article Early Prediction of Diabetes Using an Ensemble of Machine Learning ModelsDutta, 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) 12378, 1-25. doi: 10.3390/ijerph191912378 |
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2022 Journal Article HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-section prediction and XAI-based cause analysisIslam, 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 105671, 1-14. doi: 10.1016/j.compbiomed.2022.105671 |
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2022 Journal Article Development of a smartphone-based expert system for COVID-19 risk prediction at early stageRaihan, 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) 281, 281. doi: 10.3390/bioengineering9070281 |
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2022 Journal Article An improved machine-learning approach for COVID-19 prediction using Harris hawks optimization and feature analysis using SHAPDebjit, 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) 1023, 1-19. doi: 10.3390/diagnostics12051023 |
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2022 Journal Article Machine Learning Approaches for Predicting Hypertension and Its Associated Factors Using Population-Level Data From Three South Asian CountriesIslam, 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 839379, 1-9. doi: 10.3389/fcvm.2022.839379 |
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2022 Journal Article Machine learning models for classification and identification of significant attributes to detect type 2 diabetesHowlader, Koushik Chandra, Satu, Md. Shahriare, Awal, Md. Abdul, Islam, Md. Rabiul, Islam, Sheikh Mohammed Shariful, Quinn, Julian M. W. 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) 2, 2. doi: 10.1007/s13755-021-00168-2 |
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2022 Journal Article XGB-RF: A hybrid machine learning approach for IoT intrusion detectionFaysal, Jabed Al, Mostafa, Sk Tahmid, Tamanna, Jannatul Sultana, Mumenin, Khondoker Mirazul, Arifin, Md. Mashrur, Awal, Md. Abdul, Shome, Atanu and Mostafa, Sheikh Shanawaz (2022). XGB-RF: A hybrid machine learning approach for IoT intrusion detection. Telecom, 3 (1), 52-69. doi: 10.3390/telecom3010003 |
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2022 Journal Article Determination of molecular signatures and pathways common to brain tissues of autism spectrum disorder: Insights from comprehensive bioinformatics approachBristy, Sadia Afrin, Islam, A.M. Humyra, Andalib, K.M. 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 100871, 1-13. doi: 10.1016/j.imu.2022.100871 |
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2022 Journal Article Bioinformatics and system biology techniques to determine biomolecular signatures and pathways of prion disorderMredul, 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, 1-14. doi: 10.1177/11779322221145373 |
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2022 Journal Article Bangla natural language processing: a comprehensive analysis of classical, machine learning, and deep learning-based methodsSen, Ovishake, Fuad, Mohtasim, Islam, Md. Nazrul, Rabbi, Jakaria, Masud, Mehedi, Hasan, Md. Kamrul, Awal, Md. Abdul, Ahmed Fime, Awal, Hasan Fuad, Md. Tahmid, Sikder, Delowar and Raihan Iftee, Md. Akil (2022). Bangla natural language processing: a comprehensive analysis of classical, machine learning, and deep learning-based methods. IEEE Access, 10, 38999-39044. doi: 10.1109/access.2022.3165563 |
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2022 Conference Publication Machine-learning based physical exercise identification with heuristic optimized features prioritizationMondal, Proloy Kumar, Abdul Awal, Md. and Nahid, Abdullah-Al (2022). Machine-learning based physical exercise identification with heuristic optimized features prioritization. International Conference on Fourth Industrial Revolution and Beyond 2021, Dhaka, Bangladesh, 10-11 December 2021. Singapore, Singapore: Springer Nature Singapore. doi: 10.1007/978-981-19-2445-3_4 |
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2022 Journal Article Identification of molecular signatures and pathways common to blood cells and brain tissue based RNA-Seq datasets of bipolar disorder: Insights from comprehensive bioinformatics approachIslam, A.M. Humyra, Rahman, Md Habibur, Bristy, Sadia Afrin, Andalib, K.M. 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 100881, 1-12. doi: 10.1016/j.imu.2022.100881 |
