Ali Soroush

Evaluating large language models on medical evidence summarization

2023 · 349 Zit. · npj Digital Medicine

Comparing ChatGPT and GPT-4 performance in USMLE soft skill assessments

2023 · 316 Zit. · Scientific Reports

Large Language Models Are Poor Medical Coders — Benchmarking of Medical Code Querying

2024 · 116 Zit. · NEJM AI

Evaluating and addressing demographic disparities in medical large language models: a systematic review

2025 · 56 Zit. · International Journal for Equity in Health

Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment

2024 · 46 Zit. · Journal of the American Medical Informatics Association

Large language models: a primer and gastroenterology applications

2024 · 43 Zit. · Therapeutic Advances in Gastroenterology

Extracting International Classification of Diseases Codes from Clinical Documentation Using Large Language Models

2024 · 14 Zit. · Applied Clinical Informatics

Generative Artificial Intelligence in Clinical Medicine and Impact on Gastroenterology

2025 · 12 Zit. · Gastroenterology

Assessing GPT-3.5 and GPT-4 in Generating International Classification of Diseases Billing Codes

2023 · 11 Zit. · medRxiv

Large Language Model Uncertainty Measurement and Calibration for Medical Diagnosis and Treatment

2024 · 9 Zit. · medRxiv

Evaluating and Addressing Demographic Disparities in Medical Large Language Models: A Systematic Review

2024 · 8 Zit. · medRxiv

General purpose large language models match human performance on gastroenterology board exam self-assessments

2023 · 7 Zit. · medRxiv

Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models

2024 · 7 Zit. · arXiv (Cornell University)

Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models

2024 · 5 Zit. · arXiv (Cornell University)

Multimodal Large Language Model Passes Specialty Board Examination and Surpasses Human Test-Taker Scores: A Comparative Analysis Examining the Stepwise Impact of Model Prompting Strategies on Performance

2024 · 4 Zit. · medRxiv