Mufti Mahmud

1. Interpreting Black-Box Models: A Review on Explainable Artificial Intelligence
   2023/08/24 by Vikas Hassija, Vinay Chamola, Atmesh Mahapatra +7 · 32 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Imbalanced Data Classification Techniques #Machine Learning in Healthcare
2. Deep Learning in Mining Biological Data
   2020/02/28 by Mufti Mahmud, Mahmud, Mufti, M Shamim Kaiser +7 · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Gene expression and cancer classification #Genomics and Phylogenetic Studies
3. High-Fidelity Functional Ultrasound Reconstruction via A Visual Auto-Regressive Framework
   2025/05/23 by Xuhang Chen, Zhuo Li, Chen, Xuhang +11 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Ultrasound Imaging and Elastography #electronic engineering #information engineering
4. SynPre-FL: Synthetic data-driven pretraining integrated Federated Learning training framework
   2026/07/21 by Akarsh K Nair, Muhammad Arifur Rahman, Nicholas Shopland +8
   #cs.LG #cs.AI #cs.DC
5. Trustworthy Privacy-Preserving Multimodal Federated Learning for Personalised Breast Cancer Prediction
   2026/07/21 by Ruth Amey, Muhammad Arifur Rahman, Taha Osman +4
   #cs.LG #cs.AI
6. BettiSplit: Topology-Guided Privacy-Aware Split Learning Against Feature Inversion and Gradient Leakage
   2026/07/27 by Akarsh K. Nair, Muhammad Arifur Rahman, David Brown +1
   #cs.LG #cs.AI #cs.CR