Abu Noman Md Sakib

According to our database, Abu Noman Md Sakib authored at least 7 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Empirical Characterization of Rationale Stability Under Controlled Perturbations for Explainable Pattern Recognition.

Abu Noman Md Sakib, Zhensen Wang, Merjulah Roby, Zijie Zhang

CoRR, April, 2026

Explainable AI for Blind and Low-Vision Users: Navigating Trust, Modality, and Interpretability in the Agentic Era.

Abu Noman Md Sakib, Protik Dey, Zijie Zhang, Taslima Akter

CoRR, April, 2026

Dissecting Model Failures in Abdominal Aortic Aneurysm Segmentation through Explainability-Driven Analysis.

Abu Noman Md Sakib, Merjulah Roby, Zijie Zhang, Satish C. Muluk, Mark K. Eskandari, Ender A. Finol

CoRR, March, 2026

Toward Faithful Segmentation Attribution via Benchmarking and Dual-Evidence Fusion.

Abu Noman Md Sakib, OFM Riaz Rahman Aranya, Kevin Desai, Zijie Zhang

CoRR, March, 2026

Beyond Semantic Similarity: A Component-Wise Evaluation Framework for Medical Question Answering Systems with Health Equity Implications.

Abu Noman Md Sakib, Md. Main Oddin Chisty, Zijie Zhang

Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, 2026

2025

Automatic Explainable Segmentation of Abdominal Aortic Aneurysm From Computed Tomography Angiography.

Merjulah Roby, Abu Noman Md Sakib, Zijie Zhang, Satish C. Muluk, Mark K. Eskandari, Ender A. Finol

IEEE Access, 2025

2020

EczemaNet: A Deep CNN-based Eczema Diseases Classification.

Masum Shah Junayed, Abu Noman Md Sakib, Nipa Anjum, Md Baharul Islam, Afsana Ahsan Jeny

Proceedings of the 4th IEEE International Conference on Image Processing, 2020