Abdullah Al-Mamun Bulbul, Md Abdul Awal, Niruthikha Mahendran, Sheikh Mohammed Shariful Islam, Ganna Pogrebna, Allen G. Ross, and Mohammad Ali Moni. "Deep learning for ECG-based cardiovascular disease diagnosis: a systematic review and meta-analysis." Artificial Intelligence Review 59, no. 6 (2026): 136. (Read)
Rahat Parvej, A. H. M. Kamal, Abdullah Al-Mamun Bulbul, Saad Aloteibi, and Mohammad Ali Moni. "A weighted federated learning framework for privacy-preserving EEG-based diagnosis of major depressive disorder." Signal Processing (2026): 110670. (Read)
Samya Acharja, Md Zahid Hasan, Farjana Haque Chamok, Kayes Uddin Fahim, Taslima Ferdaus Shuva, Abdullah Al-Mamun Bulbul, Risala Tasin Khan et al. "OBoctNet: Enhancing Ophthalmic Biomarker Detection Through Active Learning and Explainable AI in Radiological Analysis." Cognitive Computation 17, no. 3 (2025): 101. (Read)
Saiful Islam, Md Injamul Haque, Mushrat Jahan, Md Zahid Hasan, Md Awlad Hossen Rony, Kaniz Fatema, Taslima Ferdaus Shuva, M. A. A. Almoyad, Abdullah Al-Mamun Bulbul, M. T. Rahman, et al. "A region-of-interest embedded graph neural architecture for gallbladder cancer detection." Results in Engineering 26 (2025): 104624. (Read)
Md Mahbub Hossain, Md Shamim Ahsan, Niloy Sikder, Md Ekhlasur Rahaman, Abdullah Al-Mamun Bulbul, and Himadri Shekhar Mondal. "High birefringence and broadband dispersion compensation photonic crystal fiber." Journal of Optical Communications 44, no. s1 (2024): s577-s587. (Read)
Abdullah Al-Mamun Bulbul, Etu Podder, Sk Hasane Ahammad, Osama S. Faragallah, Mahmoud MA Eid, and Ahmed Nabih Zaki Rashed. "Human body cholesterol detection based on a photonic crystal fiber sensor within a hollow octagonal core configuration." Journal of Computational Electronics 22, no. 6 (2023): 1725-1734. (Read)
Abdullah Al-Mamun Bulbul, Md Abdul Awal, Moid Sandhu, and Mohammad Ali Moni. "Demography Aware Correlation Preserving Augmentation Framework for 12-Lead ECG." In 2026 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), pp. 01-08. IEEE, 2026. (Read)
Md Zahid Hasan, Shahed Hossain, Risul Islam Jim, Abdullah Al-Mamun Bulbul, Md Tanvir Rahman, and Mohammad Ali Moni. "EAH-Net: A Novel Ensemble Attention-Based Hybrid Architecture for Breast Cancer Diagnosis Utilizing Ultrasound Images." In Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, pp. 26-34. 2024. (Read)
Best Paper Award 2021 (International Journal of Optics, Hindawi):
2nd Runner-up (Paper Presentation):
Abdullah Al-Mamun Bulbul, Md. Abdul Awal, Mohammad Ali Moni. "Development of a portable ECG machine for arrhythmia classification." IEEE CS BDC Summer Symposium 2023.