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20242026
most citedBRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text

3 citations · 6 across the 8 of their papers we have counts for

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5 papers · 1 filter

cs.AI2026

A global log for medical AI

Ayush Noori, Aaron E. Boussina, Hai Ho Bich +48

Modern computer systems rely on syslog, a universal protocol that records critical events across heterogeneous infrastructure. Medicine's rapidly growing AI stack has no equivalent…

cs.AI20261 cited

Teaching large language models to reason like expert diagnosticians

Thomas A. Buckley, Riccardo Conci, Peter G. Brodeur +23

Differential diagnosis is an iterative process that integrates patient information with broader medical knowledge. Clinical case series such as the NEJM Clinicopathologic Conferenc…

cs.AI2026

Towards Conversational Medical AI with Eyes, Ears and a Voice

Meet Shah, Jason Gusdorf, Anil Palepu +50

The practice of medicine relies not only upon skillful dialogue but also on the nuanced exchange and interpretation of rich auditory and visual cues between doctors and patients. B…

cs.AI2025

One Patient, Many Contexts: Scaling Medical AI with Contextual Intelligence

Michelle M. Li, Ben Y. Reis, Adam Rodman +6

Medical AI, including clinical language models, vision-language models, and multimodal health record models, already summarizes notes, answers questions, and supports decisions. Th…

cs.AI2025

Superhuman performance of a large language model on the reasoning tasks of a physician

Peter G. Brodeur, Thomas A. Buckley, Zahir Kanjee +22

A seminal paper published by Ledley and Lusted in 1959 introduced complex clinical diagnostic reasoning cases as the gold standard for the evaluation of expert medical computing sy…