most citedPEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models

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cs.AI2025

MedBayes-Lite: A Clinical Uncertainty Governance Layer for Risk-Aware Medical Decision Support

Elias Hossain, Md Mehedi Hasan Nipu, Maleeha Sheikh +5

Clinical language models often assign high confidence to incorrect predictions, particularly in high-severity and out-of-distribution cases. We present MedBayes-Lite, a retraining-…

cs.AI2024

R-GAT: Cancer Document Classification Leveraging Graph-Based Residual Network for Scenarios with Limited Data

Elias Hossain, Tasfia Nuzhat, Shamsul Masum +2

Accurate classification of cancer-related biomedical abstracts is critical for advancing cancer informatics and supporting decision-making in healthcare research. Yet progress in t…