Book chapter2026
Ensemble-Based Transfer Learning Approach for Brain Tumor Segmentation from MRI Images
A. F. M. Minhazur Rahman, Md Ali Hossain
Machine Learning for Healthcare Informatics
Research output
Publications
15 peer-reviewed works — book chapters, conference papers (ICECTE, QPAIN, ECCE, ICCIT, ICISET), and journal submissions. My name appears in bold in author lists.
Conference paper2026
Fast Gradient Method (FGM) Fine-Tuning for Bengali Sarcasm Detection
Talha Jobayer Zihan, Mohiuddin Ahmed, A.F.M Minhazur Rahman, Foyez Ahmed Dewan
2026 5th International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE)
Journal article2026
Cross-Sensor Bushfire Detection Using Supervised Domain Adaptation
Md. Farhan Shakib, Md. Shahid Uz Zaman, Md. Al Mamun, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, Md. Azmain Yakin Srizon, A. F. M. Minhazur Rahman
IEEE Access
Conference paper2025
Classifying Fake News with a Large-Scale Dataset Using Machine Learning Approaches
Mayeesha Farjana, Sumaiya Rahman, Mst Raisa Rubayet Karim, Naimur Hassan Swapnil, A. F. M. Minhazur Rahman
2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN)
Conference paper12025
Enhancing Bushfire Classification in Satellite Imagery through Gradient Based Channel Selection
Md. Farhan Shakib, Md. Shahid Uz Zaman, Md. Al Mamun, Azmain Yakin Srizon, A. F. M. Minhazur Rahman
2025 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Conference paper22024
A Lightweight Width Scaled Architecture Integrating Nested Feature Fusion for Bengali Sign Numerals Recognition
Md Hasib Al Muzdadid Haque Himel, Pallab Chowdhury, A. F. M. Minhazur Rahman
2024 27th International Conference on Computer and Information Technology (ICCIT)
Conference paper2024
A Multimodal Approach to Bengali Music Genre Classification Using 1D CNN and ResNet-50
Sunayana Ghosh, A. F. M. Minhazur Rahman, Plabon Talukder, Md. Ali Hossain, Azmain Yakin Srizon
2024 27th International Conference on Computer and Information Technology (ICCIT)
Conference paper12024
Explainable AI-Driven Improved Disease Prediction through Symptom Analysis with Custom BERT
Md. Minhazul Islam, Md. Tanbeer Jubaer, Azmain Yakin Srizon, Md. Ali Hossain, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, A. F. M. Minhazur Rahman, Nishat Tasnim Esha
2024 27th International Conference on Computer and Information Technology (ICCIT)
Conference paper42024
Enhanced Skin Lesion Detection Using Concatenated DenseNet and Multi-Attention Mechanisms
Noman Amin, Anwar Hossain Efat, A. F. M. Minhazur Rahman, S. M. Mahedy Hasan
2024 International Conference on Innovations in Science, Engineering and Technology (ICISET)
Book chapter22024
Multi-class Brain Tumor Classification with DenseNet-Based Deep Learning Features and Ensemble of Machine Learning Approaches
Shakil Mahmud Shuvo, Md. Farukuzzaman Faruk, Azmain Yakin Srizon, Tahsen Islam Sajon, S. M. Mahedy Hasan, Anirban Barai, A. F. M. Minhazur Rahman, Md. Al Mamun
Lecture Notes in Networks and Systems
Conference paper42023
An Attention-Based Deep Learning Approach to Knee Injury Classification from MRI Images
Kowshik Deb Nath, A. F. M. Minhazur Rahman, Md. Ali Hossain
2023 26th International Conference on Computer and Information Technology (ICCIT)
Conference paper42023
Attention-refined U-Net with Skip Connections for Effective Brain Tumor Segmentation from MRI Images
A. F. M. Minhazur Rahman, Md. Ali Hossain
2023 26th International Conference on Computer and Information Technology (ICCIT)
Conference paper22023
Navigating Bengali Linguistics: Insights from Machine and Deep Learning Perspectives for Categorization of Sentences
Md Minhazul Islam, Tanbeer Jubaer, Azmain Yakin Srizon, Md. Rakib Hossain, S. M. Mahedy Hasan, Md. Farukuzzaman Faruk, A. F. M. Minhazur Rahman
2023 26th International Conference on Computer and Information Technology (ICCIT)
Conference paper32023
Recognition of Leukemia Sub-types Using Transfer Learning and Extraction of Distinguishable Features Using an Effective Machine Learning Approach
Tahsen Islam Sajon, Maria Chowdhury, Azmain Yakin Srizon, Md. Farukuzzaman Faruk, S. M. Mahedy Hasan, Abu Sayeed, A. F. M. Minhazur Rahman
2023 International Conference on Electrical, Computer and Communication Engineering (ECCE)
Book chapter92022
Hyperspectral Image Classification Using Factor Analysis and Convolutional Neural Networks
A. F. M. Minhazur Rahman, Boshir Ahmed
Lecture Notes on Data Engineering and Communications Technologies