Publications

Research papers and manuscripts by Md. Noman Biswas Sibly

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Google Scholar 19 citations 1 h-index 1 i10-index as of August 2026

Accepted / Published

2026

Which Reliability Signal to Trust? Output vs. Representation Space Uncertainty Under Distribution Shift in Pathology Foundation Models

Md. Noman Biswas Sibly ,  et al.

MI4MedFM Workshop, MICCAI 2026

✓ Accepted First author

Code

2026

Noise-Robust Gallbladder Ultrasound Image Classification Using U-Net GAN Denoising and Vision Transformer

Md. Noman Biswas Sibly ,  Md. Himel Reza ,  Md. Faysal Ahamed

2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence & Networking (QPAIN), pp. 1–6 (IEEE)

✓ Published First author

DOI

2026

A comprehensive review of convolutional neural networks: foundations, enhancements and applications

Md. Himel Reza ,  Md. Noman Biswas Sibly ,  Shaikh Golam Rabbani ,  Shafayetul Huda Sadi ,  Md. Faysal Ahamed ,  Fariya Bintay Shafi ,  Rusab Sarmun ,  Muhammad E. H. Chowdhury

Neural Computing and Applications, 38(4), Article 56 (Springer) Q1 IF 5.102

✓ Published Second author

DOI

Manuscripts in Preparation

2026

JTADC-Net: An Adversarial Joint Task-Aware Denoising and Classification Network for Noise Robust Gallbladder Disease Diagnosis

Md. Noman Biswas Sibly ,  et al.

Joint adversarial denoising and classification for noise-robust gallbladder diagnosis

✎ In Preparation First author

Code

Ongoing Research

2026

Trustworthy AI in Healthcare — Undergraduate Thesis

Md. Noman Biswas Sibly

RUET Undergraduate Thesis

▶ Ongoing

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Authors with bold name indicate Md. Noman Biswas Sibly as the author. DOI, PDF, and arXiv links will be added upon publication.