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Vijay S Nori

2 accepted papers

2025

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction

AAAI 2025technical

Clinical diagnosis prediction models, when provided with a patient's medical history, aim to detect potential diseases early, facilitating timely intervention and improving prognostic outcomes. However, the inherent scarcity of patient data and large disease candidate space often pose challenges in…

Cited by 3SourcePDFScholar
2025

OrdShap: Feature Position Importance for Sequential Black-Box Models

NeurIPS 2025poster

Sequential deep learning models excel in domains with temporal or sequential dependencies, but their complexity necessitates post-hoc feature attribution methods for understanding their predictions. While existing techniques quantify feature importance, they inherently assume fixed feature ordering…

Cited by 0SourceScholar