| Deep CNN-LSTM with self-attention model for human activity recognition using wearable sensor MA Khatun, MA Yousuf, S Ahmed, MZ Uddin, SA Alyami, S Al-Ashhab, ... IEEE Journal of Translational Engineering in Health and Medicine 10, 1-16, 2022 | 170 | 2022 |
| LungNet: A hybrid deep-CNN model for lung cancer diagnosis using CT and wearable sensor-based medical IoT data N Faruqui, MA Yousuf, M Whaiduzzaman, AKM Azad, A Barros, MA Moni Computers in Biology and Medicine 139, 104961, 2021 | 160 | 2021 |
| Emotion Recognition from EEG Signal Focusing on Deep Learning and Shallow Learning Techniques MR Islam, MA Moni, MM Islam, M Rashed-Al-Mahfuz, MS Islam, ... IEEE Access 9, 94601-94624, 2021 | 152 | 2021 |
| A classification of MRI brain tumor based on two stage feature level ensemble of deep CNN models NF Aurna, MA Yousuf, KA Taher, AKM Azad, MA Moni Computers in biology and medicine 146, 105539, 2022 | 131 | 2022 |
| Improved Transfer-Learning-Based Facial Recognition Framework to Detect Autistic Children at an Early Stage T Akter, MH Ali, MI Khan, MS Satu, MJ Uddin, SA Alyami, S Ali, AKM Azad, ... Brain Sciences 11, 6, 2021 | 104 | 2021 |
| Machine Learning Approach to Predicting COVID-19 Disease Severity Based on Clinical Blood Test Data: Statistical Analysis and Model Development S Aktar, MM Ahamad, M Rashed-Al-Mahfuz, A Azad, S Uddin, ... JMIR Medical Informatics, 2021 | 88* | 2021 |
| Clinically applicable machine learning approaches to identify attributes of Chronic Kidney Disease (CKD) for use in low-cost diagnostic screening M Rashed-Al-Mahfuz, A Haque, AKM Azad, SA Alyami, JMW Quinn, ... IEEE Journal of Translational Engineering in Health and Medicine, 1 -1, 2021 | 65 | 2021 |
| BARD: A structured technique for group elicitation of Bayesian networks to support analytic reasoning EP Nyberg, AE Nicholson, KB Korb, M Wybrow, I Zukerman, S Mascaro, ... Risk Analysis 42 (6), 1155-1178, 2022 | 60 | 2022 |
| SafetyMed: a novel IoMT intrusion detection system using CNN-LSTM hybridization N Faruqui, MA Yousuf, M Whaiduzzaman, AKM Azad, SA Alyami, P Liò, ... Electronics 12 (17), 3541, 2023 | 53 | 2023 |
| Early-stage detection of ovarian cancer based on clinical data using machine learning approaches MM Ahamad, S Aktar, MJ Uddin, T Rahman, SA Alyami, S Al-Ashhab, ... Journal of personalized medicine 12 (8), 1211, 2022 | 50 | 2022 |
| Machine Learning Approaches to Identify Patient Comorbidities and Symptoms That Increased Risk of Mortality in COVID-19 MA Aktar, Sakifa and Talukder, Ashis and Ahamad, Md. Martuza and Kamal, A. H ... Diagnostics 11 (8), 2021 | 45 | 2021 |
| A Human-Robot Interaction System Calculating Visual Focus of Human’s Attention Level MA Chakraborty, Partha and Ahmed, Sabbir and Yousuf, Mohammad Abu and Azad ... IEEE Access, https://doi.org/10.1109/ACCESS.2021.3091, 2021 | 45* | 2021 |
| Adverse effects of COVID-19 vaccination: machine learning and statistical approach to identify and classify incidences of morbidity and post-vaccination reactogenicity MAM Md. Martuza Ahamad, Sakifa Aktar, Md. Jamal Uddin, Md. Rashed-Al-Mahfuz ... Healthcare 11 (31), https://doi.org/10.3390/healthcare11010, 2022 | 40* | 2022 |
| An explainable EEG-based human activity recognition model using machine-learning approach and LIME I Hussain, R Jany, R Boyer, AKM Azad, SA Alyami, SJ Park, MM Hasan, ... Sensors 23 (17), 7452, 2023 | 34 | 2023 |
| Prediction of plant promoters based on hexamers and random triplet pair analysis AKM Azad, S Shahid, N Noman, H Lee Algorithms for Molecular Biology 6, 1-10, 2011 | 26 | 2011 |
| Particle swarm optimized fuzzy CNN with quantitative feature fusion for ultrasound image quality identification MM Hossain, MM Hasan, MA Rahim, MM Rahman, MA Yousuf, ... IEEE Journal of Translational Engineering in Health and Medicine 10, 1-12, 2022 | 24 | 2022 |
| Prediction of signaling cross-talks contributing to acquired drug resistance in breast cancer cells by Bayesian statistical modeling AKM Azad, A Lawen, JM Keith BMC Systems Biology 9, 1-17, 2015 | 24 | 2015 |
| FP-CNN: Fuzzy pooling-based convolutional neural network for lung ultrasound image classification with explainable AI MM Hasan, MM Hossain, MM Rahman, AKM Azad, SA Alyami, MA Moni Computers in Biology and Medicine 165, 107407, 2023 | 23 | 2023 |
| Bayesian model of signal rewiring reveals mechanisms of gene dysregulation in acquired drug resistance in breast cancer AKM Azad, A Lawen, JM Keith PLoS One 12 (3), e0173331, 2017 | 16 | 2017 |
| A comprehensive integrated drug similarity resource for in-silico drug repositioning and beyond AKM Azad, M Dinarvand, A Nematollahi, J Swift, L Lutze-Mann, F Vafaee Briefings in Bioinformatics 22 (3), bbaa126, 2020 | 15 | 2020 |
Mohammad Ali MoniThe University of Cambridge; Oxford University; University of Queensland; Charles Sturt UniversityAdresse e-mail validée de csu.edu.au
