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Ali Soroush

The challenge of uncertainty quantification of large language models in medicine

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Apr 07, 2025
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Vision Language Models versus Machine Learning Models Performance on Polyp Detection and Classification in Colonoscopy Images

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Mar 27, 2025
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Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models

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Mar 24, 2025
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Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data

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Sep 02, 2024
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Closing the gap between open-source and commercial large language models for medical evidence summarization

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Jul 25, 2024
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Generative Large Language Models are autonomous practitioners of evidence-based medicine

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Jan 05, 2024
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Large Language Models for Granularized Barrett's Esophagus Diagnosis Classification

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Aug 16, 2023
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