Imbalanced Class Data Performance Evaluation and Improvement using Novel Generative Adversarial Network-based Approach: SSG and GBO. - Md. Manjurul Ahsan; Md Shahin Ali; Zahed Siddique (CoRR, 2022)

Transfer learning and Local interpretable model agnostic based visual approach in Monkeypox Disease Detection and Classification: A Deep Learning insights. - Md. Manjurul Ahsan; Tareque Abu Abdullah; Md Shahin Ali; Fatematuj Jahora; Md. Khairul Islam; Amin G. Alhashim; Kishor Datta Gupta (CoRR, 2022)

Monkeypox Diagnosis With Interpretable Deep Learning. - Md. Manjurul Ahsan; Md Shahin Ali; Md. Mehedi Hassan; Tareque Abu Abdullah; Kishor Datta Gupta; Ulas Bagci; Chetna Kaushal; Naglaa F. Soliman (IEEE Access, 2023)

Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework. - Jannatul Nayem; Sayed Sahriar Hasan; Noshin Amina; Bristy Das; Md Shahin Ali; Md. Manjurul Ahsan; Shivakumar Raman (CoRR, 2023)

Case Studies on X-Ray Imaging, MRI and Nuclear Imaging. - Shuvra Sarker; Angona Biswas; Md Abdullah Al Nasim; Md Shahin Ali; Sai Puppala; Sajedul Talukder (CoRR, 2023)

Deep transfer learning approaches for Monkeypox disease diagnosis. - Md. Manjurul Ahsan; Muhammad Ramiz Uddin; Md Shahin Ali; Md. Khairul Islam; Mithila Farjana; Ahmed Nazmus Sakib; Khondhaker Al Momin; Shahana Akter Luna (Expert Syst. Appl., 2023)

Unlocking the Potential of XAI for Improved Alzheimer's Disease Detection and Classification Using a ViT-GRU Model. - S. M. Mahim; Md Shahin Ali; Md. Olid Hasan; Abdullah Al Nomaan Nafi; Arefin Sadat; Shakib Al Hasan; Bryar Shareef; Md. Manjurul Ahsan; Md. Khairul Islam; Md. Sipon Miah; Mingbo Niu (IEEE Access, 2024)

Federated Learning in Healthcare: Model Misconducts, Security, Challenges, Applications, and Future Research Directions - A Systematic Review. - Md Shahin Ali; Md. Manjurul Ahsan; Lamia Tasnim; Sadia Afrin; Koushik Biswas; Md Maruf Hossain; Md Mahfuz Ahmed; Ronok Hashan; Md. Khairul Islam; Shivakumar Raman (CoRR, 2024)

Enhancing lung abnormalities diagnosis using hybrid DCNN-ViT-GRU model with explainable AI: A deep learning approach. - Md. Khairul Islam; Md Mahbubur Rahman; Md Shahin Ali; S. M. Mahim; Md. Sipon Miah (Image Vis. Comput., 2024)

Enhancing and improving the performance of imbalanced class data using novel GBO and SSG: A comparative analysis. - Md. Manjurul Ahsan; Md Shahin Ali; Zahed Siddique (Neural Networks, 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. - Md Maruf Hossain; Md Mahfuz Ahmed; Abdullah Al Nomaan Nafi; Md. Rakibul Islam; Md Shahin Ali; Jahurul Haque; Md. Sipon Miah; Md Mahbubur Rahman; Md. Khairul Islam (Comput. Biol. Medicine, 2025)

Explainable artificial intelligence for natural language processing: A survey. - Md. Mehedi Hassan; Anindya Nag; Riya Biswas; Md Shahin Ali; Sadika Zaman; Anupam Kumar Bairagi; Chetna Kaushal (Data Knowl. Eng., 2025)