An EfficientNet to Classify Monkeypox-Comparable Skin Lesions Using Transfer Learning. - Md. Rifat Hossen; Nazia Alfaz; Adnan Sami; Sharia Arfin Tanim; Talha Bin Sarwar; Md. Kamrul Islam (COINS, 2023)

Explainable Detection and Analysis of Cauliflower Leaf Diseases. - Sharia Arfin Tanim; Rubaba Binte Rahman; Kazi Tanvir; Md. Sayem Kabir; Tasnim Sultana Sintheia; Md Saef Ullah Miah (BDA, 2024)

Mental Health Analysis: ML And Explainable AI Predict Depression Among Bangladeshi University Students. - Sarzila Sahrin Jisha; Shahriar Ayon; Sharia Arfin Tanim; Fahim Abdullah Md. Raeid; Tahmid Enam Shrestha; Md. Sadi Al Huda; Md. Asraf Ali (ICCA, 2024)

Potato Diseases detection using Inception-BiT with Explainable AI. - Md. Sayem Kabir; Md Nure Alam Nadim; Sharia Arfin Tanim; Tasnim Sultana Sintheia; Kazi Tanvir; Muhibul Haque Bhuyan (ICCA, 2024)

Efficient Disease and Pests Detection in Cotton Leaves Using NASBiT with Enhanced XAI visualization. - Md. Sayem Kabir; Sharia Arfin Tanim; Kazi Tanvir; Kamruddin Nur; Mohamed Haq (ICCA, 2024)

Explainable Federated Stacking Models with Encrypted Gradients for Secure Kidney Medical Imaging Diagnosis. - Sharia Arfin Tanim; Al Rafi Aurnob; Md Rokon Islam Emon; Md Saef Ullah Miah; M. Mostafizur Rahman; Mufti Mahmud (ICONIP (1), 2024)

Secure Federated Learning for Parkinson's Disease: Non-IID Data Partitioning and Homomorphic Encryption Strategies. - Sharia Arfin Tanim; Al Rafi Aurnob; Muhammad Firoz Mridha; Mejdl S. Safran; Sultan Alfarhood; Dunren Che (IEEE Access, 2024)

Real-Time Detection of Forest Fires Using FireNet-CNN and Explainable AI Techniques. - Gazi Mohammad Imdadul Alam; Naima Tasnia; Tapu Biswas; Md. Jakir Hossen; Sharia Arfin Tanim; Md Saef Ullah Miah (IEEE Access, 2025)

Explainable deep learning for diabetes diagnosis with DeepNetX2. - Sharia Arfin Tanim; Al Rafi Aurnob; Tahmid Enam Shrestha; Md Rokon Islam Emon; Muhammad Firoz Mridha; Md Saef Ullah Miah (Biomed. Signal Process. Control., 2025)