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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 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 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 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 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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2021 Journal Article Associating measles vaccine uptake classification and its underlying factors using an ensemble of machine learning modelsHasan, Md. Kamrul, Jawad, Md. Tasnim, Dutta, Aishwariya, Awal, Md. Abdul, Islam, Md. Akhtarul, Masud, Mehedi and Al-Amri, Jehad F. (2021). Associating measles vaccine uptake classification and its underlying factors using an ensemble of machine learning models. IEEE Access, 9 9524617, 119613-119628. doi: 10.1109/access.2021.3108551 |
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2021 Journal Article PreDTIs: Prediction of drug-Target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniquesMahmud, S. M. Hasan, Chen, Wenyu, Liu, Yongsheng, Awal, Md Abdul, Ahmed, Kawsar, Rahman, Md Habibur and Moni, Mohammad Ali (2021). PreDTIs: Prediction of drug-Target interactions based on multiple feature information using gradient boosting framework with data balancing and feature selection techniques. Briefings in Bioinformatics, 22 (5) bbab046. doi: 10.1093/bib/bbab046 |
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2021 Journal Article Design and optimization of ECG modeling for generating different cardiac dysrhythmiasAwal, Md. Abdul, Mostafa, Sheikh Shanawaz, Ahmad, Mohiuddin, Alahe, Mohammad Ashik, Rashid, Mohd Abdur, Kouzani, Abbas Z. and Mahmud, M. A. Parvez (2021). Design and optimization of ECG modeling for generating different cardiac dysrhythmias. Sensors, 21 (5) 1638, 1-27. doi: 10.3390/s21051638 |
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2021 Journal Article A novel Bayesian optimization-based machine learning framework for COVID-19 detection from inpatient facility dataAwal, Md. Abdul, Masud, Mehedi, Hossain, Md. Shahadat, Bulbul, Abdullah Al-Mamun, Mahmud, S. M. Hasan and Bairagi, Anupam Kumar (2021). A novel Bayesian optimization-based machine learning framework for COVID-19 detection from inpatient facility data. IEEE Access, 9 9319642, 10263-10281. doi: 10.1109/access.2021.3050852 |
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2021 Journal Article An early detection of asthma using BOMLA detectorAwal, Md. Abdul, Hossain, Md. Shahadat, Debjit, Kumar, Ahmed, Nafiz, Nath, Rajan Dev, Habib, G. M. Monsur, Khan, Md. Salauddin, Islam, Md. Akhtarul and Mahmud, M. A. Parvez (2021). An early detection of asthma using BOMLA detector. IEEE Access, 9 9402730, 58403-58420. doi: 10.1109/access.2021.3073086 |
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2020 Journal Article Network-based computational approach to identify delineating common cell pathways influencing type 2 diabetes and diseases of bone and jointsMoni, Mohammad Ali, Islam, M. Babul, Rahman, Md Rezanur, Rashed-Al-Mahfuz, Md, Awal, Md Abdul, Islam, Sheikh Mohammed Shariful, Mollah, Md. Nurul Haque and Quinn, Julian M. W. (2020). Network-based computational approach to identify delineating common cell pathways influencing type 2 diabetes and diseases of bone and joints. IEEE Access, 8 8941110, 1486-1497. doi: 10.1109/ACCESS.2019.2962091 |
