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Evaluating the Performance of Artificial Intelligence in Generating Differential Diagnoses for Infectious Diseases Cases: A Comparative Study of Large Language Models

2024-06-30

Abstract excerpt

<h4>Background</h4> Artificial Intelligence (AI) has potential to transform healthcare including the field of infectious diseases diagnostics. This study assesses the capability of three large language models (LLMs), GPT 4, Llama 3, and Gemini 1.5 to generate differential diagnoses, comparing their outputs against those of medical experts to evaluate AI’s potential in augmenting clinical decision-making. <h4>Metho...

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Literature Corpus work
c6cd8134-3df7-5d15-96d1-dd151ea8cbaf
DOI
10.1101/2024.06.28.24309694
Open publication

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Evaluating the Performance of Artificial Intelligence in Generating Differential Diagnoses for Infectious Diseases Cases: A Comparative Study of Large Language ModelsDOI 10.1101/2024.06.28.24309694
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