Journal Publications
Journal research across the full publication pipeline
Vision-audio multimodal object recognition using hybrid and tensor fusion techniques
Md Redwan Ahmed, Rezaul Haque, SM Arafat Rahman, Ahmed Wasif Reza, Nazmul Siddique, Hui Wang
Information Fusion (Elsevier)
Feb 2026
Audio–visual multimodal object recognition with hybrid + tensor fusion strategies designed for robust real-world performance.
Ensemble Transformer with Post-hoc Explanations for Depression Emotion and Severity Detection
Sazzadul Islam, Rezaul Haque, Mahbub Alam Khan, Arafath Bin Mohiuddin, Md Ismail Hossain Siddiqui, Zishad Hossain Limon, Katura Gania Khushbu, SM Masfequier Rahman Swapno, Md Redwan Ahmed, Abhishek Appaji
iScience (Cell Press / Elsevier)
Jan 2026
DepTformer-XAI-SV: ensemble transformers for depression emotion/severity detection with LIME explanations and a web app.
Explainable Transformer Framework for Fast Cotton Leaf Diagnostics and Fabric Defect Detection
SM Masfequier Rahman Swapno, Anamul Sakib, Amira Hossain, Jesika Debnath, Abdullah Al Noman, Abdullah Al Sakib, Md Redwan Ahmed, Rezaul Haque, Abhishek Appaji
iScience (Cell Press / Elsevier)
Dec 2025
Explainable transformer framework spanning agriculture (cotton leaf) and textile inspection (fabric defect) with practical interpretability.
LMVT: A hybrid vision transformer with attention mechanisms for efficient and explainable lung cancer diagnosis
Jesika Debnath, Amira Hossain, Anamul Sakib, Hamdadur Rahman, Rezaul Haque, Md Redwan Ahmed, Ahmed Wasif Reza, SM Masfequier Rahman Swapno, Abhishek Appaji
Informatics in Medicine Unlocked (Elsevier)
2025
Hybrid ViT with attention and XAI for efficient and explainable lung cancer diagnosis (deployment-oriented).
Accelerated and accurate cervical cancer diagnosis using a novel stacking ensemble method with explainable AI
Md Ismail Hossain Siddiqui, Shakil Khan, Zishad Hossain Limon, Hamdadur Rahman, Mahbub Alam Khan, Abdullah Al Sakib, SM Masfequier Rahman Swapno, Rezaul Haque, Ahmed Wasif Reza, Abhishek Appaji
Informatics in Medicine Unlocked (Elsevier)
2025
Stacking ensemble + explainability for reliable cervical cancer diagnosis using Pap smear imaging.
Hierarchical Swin Transformer Ensemble with Explainable AI for Robust and Decentralized Breast Cancer Diagnosis
Md Redwan Ahmed, Hamdadur Rahman, Zishad Hossain Limon, Md Ismail Hossain Siddiqui, Mahbub Alam Khan, Al Shahriar Uddin Khondakar Pranta, Rezaul Haque, SM Masfequier Rahman Swapno, Young-Im Cho, Mohamed S Abdallah
Bioengineering (MDPI)
Jun 2025
Federation-ready Swin-Transformer ensemble with post-hoc explainability for robust breast cancer diagnosis.
Explainable deep stacking ensemble model for accurate and transparent brain tumor diagnosis
Rezaul Haque, Mahbub Alam Khan, Hamdadur Rahman, Shakil Khan, Md Ismail Hossain Siddiqui, Zishad Hossain Limon, SM Masfequier Rahman Swapno, Abhishek Appaji
Computers in Biology and Medicine (Elsevier)
Jun 2025
Explainable deep stacking ensemble for brain tumor diagnosis with transparency-focused reporting.
A Novel MaxViT Model for Accelerated and Precise Soybean Leaf and Seed Disease Identification
Al Shahriar Uddin Khondakar Pranta, Hasib Fardin, Jesika Debnath, Amira Hossain, Anamul Haque Sakib, Md Redwan Ahmed, Rezaul Haque, Ahmed Wasif Reza, M Ali Akber Dewan
Computers (MDPI)
May 2025
MaxViT-based diagnostic pipeline for soybean leaf/seed diseases emphasizing efficiency and interpretability.
ViX-MangoEFormer: An Enhanced Vision Transformer–EfficientFormer and Stacking Ensemble Approach for Mango Leaf Disease Recognition with Explainable Artificial Intelligence
Abdullah Al Noman, Amira Hossain, Anamul Sakib, Jesika Debnath, Hasib Fardin, Abdullah Al Sakib, Rezaul Haque, Md Redwan Ahmed, Ahmed Wasif Reza, M Ali Akber Dewan
Computers (MDPI)
May 2025
ViT–EfficientFormer hybrid with stacking ensemble and XAI for accurate mango leaf disease recognition.
Advancing Early Leukemia Diagnostics: A Comprehensive Study Incorporating Image Processing and Transfer Learning
Rezaul Haque, Abdullah Al Sakib, Md Forhad Hossain, Fahadul Islam, Ferdaus Ibne Aziz, Md Redwan Ahmed, Somasundar Kannan, Ali Rohan, Md Junayed Hasan
BioMedInformatics (MDPI)
Apr 2024
Image-processing + transfer-learning driven leukemia diagnostics with strong comparative evaluation.
Hallucination-Resistant Tri-Modal Information Fusion with a Multi-Granularity Text-Aware Multimodal LLM
CredenceX AI Team
Information Fusion (Elsevier)
2025
Tri-modal fusion with multi-granularity alignment for hallucination-resistant multimodal LLM decision-making.
Adaptive Distribution-Aware Hybrid Transformer with Multi-Scale Tokenization for Robust Medical Image Analysis
CredenceX AI Team
Medical Image Analysis (Elsevier)
2026
Distribution-aware hybrid transformer design to improve robustness under clinical domain shift.