Article

Touhami, Meriem and Ahmad Fauzi, Mohammad Faizal and Ur Rehman, Zaka and Mansor, Sarina (2026) Federated Learning for Histopathology Image Classification: A Systematic Review. Diagnostics, 16 (1). p. 137. ISSN 2075-4418

Jabbar, Muhammad Kashif and Jianjun, Huang and Jabbar, Ayesha and Ur Rehman, Zaka (2025) Mamba-Based VoxelMorph Framework for Cardiovascular Disease Imaging and Risk Assessment. IEEE Access, 13. pp. 78120-78137. ISSN 2169-3536

Jabbar, Muhammad Kashif and Jianjun, Huang and Jabbar, Ayesha and Ur Rehman, Zaka (2025) Privacy-sensitive federated learning for cross-domain adaptation: The Mamba-MoE approach. Results in Engineering, 27. p. 106432. ISSN 2590-1230

Conference or Workshop Item

Ur Rehman, Zaka and Ahmad Fauzi, Mohammad Faizal and Mohd Isa, Wan Noorshahida and Touhami, Meriem and Wadood, Arbab Sufyan and Jabbar, Muhammad Kashif (2025) Adaptive Feature Aggregation Enhanced by Using DenseNet for Robust Breast Cancer Histopathology Image Classification. In: 2025 IEEE Region 10 Conference, TENCON 2025, 27 October 2025 - 30 October 2025, Kota Kinabalu, Malaysia.

Bannah, Hasanul and Ahmad Fauzi, Mohammad Faizal and Mansor, Sarina and Nabi, Md Serajun and Ur Rehman, Zaka and Looi, Lai Meng (2025) Breast cancer nuclei segmentation in ER-IHC images using deep Learning. In: 2024 Multimedia University Engineering Conference (MECON), 23-25 July 2024, Cyberjaya, Malaysia.

Touhami, Meriem and Ur Rehman, Zaka and Ahmad Fauzi, Mohammad Faizal and Mansor, Sarina (2024) Comparison of Conventional and U-Net Based Histopathology Image Enhancement. In: 2024 IEEE 8th International Conference on Signal and Image Processing Applications (ICSIPA), 03-05 September 2024, Kuala Lumpur, Malaysia.

Tan, Choo Hui and Lim, Wei Jie and Wan Ahmad, Wan Siti Halimatul Munirah and Wong, Lai Kuan and Ur Rehman, Zaka and Looi, Lai Meng and Cheah, Phaik Leng and Toh, Fa Yen and Ahmad Fauzi, Mohammad Faizal (2023) HER2-Sish Histopathology Image Classification Using Deep Neural Networks. In: 2023 IEEE International Conference on Image Processing (ICIP), 08-11 October 2023, Kuala Lumpur, Malaysia.

Ur Rehman, Zaka and Ahmad Fauzi, Mohammad Faizal and Wan Ahmad, Wan Siti Halimatul Munirah and Cheah, Phaik Leng and Looi, Lai Meng and Toh, Yen Fa and Abas, Fazly Salleh (2023) Nuclei Detection in HER2-SISH Histopathology Images. In: 2023 IEEE 2nd National Biomedical Engineering Conference (NBEC), 05-07 September 2023, Melaka, Malaysia.