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M. A. N. Bhuiyan

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Open access Oct 2026

BLIX-Ray: Chest X-Ray Report Generation with Vision-Language Models and Reinforcement Learning.

The radiology report is essential for directing the course of treatment for a patient. However, writing radiology reports is a huge burden for radiologists. Manual reporting faces challenges due to intra-labeler and inter-labeler variability, causing inconsistent patient treatment and diagnostic results, and complicati...

Taymaz Akan, Mohanna Orujpour, P. Salehpour et al. · 1 citation
Open access Jul 2026

From unlabeled to labeled: self-supervised deep learning in computational pathology.

These findings highlight the capability of SSL-HistoNet as an annotation-free framework for outlining disease-specific tissue structures, reducing manual labeling demands and mitigating inter- and intra-observer variability in histological processes.

Taymaz Akan, Richa Aishwarya, M. Bhuiyan et al. · 0 citations

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