Cardiovascular disease identification using a hybrid CNN-LSTM model with explainable AI MM Hossain, MS Ali, MM Ahmed, MRH Rakib, MA Kona, S Afrin, MK Islam, ... Informatics in Medicine Unlocked 42, 101370, 2023 | 25 | 2023 |
Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions--A Systematic Review MS Ali, MM Ahsan, L Tasnim, S Afrin, K Biswas, MM Hossain, MM Ahmed, ... arXiv preprint arXiv:2405.13832, 2024 | 6 | 2024 |
Brain tumor detection and classification in MRI using hybrid ViT and GRU model with explainable AI in Southern Bangladesh MM Ahmed, MM Hossain, MR Islam, MS Ali, AAN Nafi, MF Ahmed, ... Scientific Reports 14 (1), 22797, 2024 | 2 | 2024 |
A novel hybrid ViT-LSTM model with explainable AI for brain stroke detection and classification in CT images: A case study of Rajshahi region MM Hossain, MM Ahmed, AAN Nafi, MR Islam, MS Ali, J Haque, MS Miah, ... Computers in Biology and Medicine 186, 109711, 2025 | | 2025 |
Optimizing Stroke Risk Prediction: A Primary Dataset-Driven Ensemble Classifier with Explainable Artificial Intelligence MM Hossain, MM Ahmed, MRH Rakib, MO Zia, R Hasan, DMS Islam, ... Available at SSRN 4889013, 0 | | |