Article

Fine-Tuning for Accuracy: Evaluation of GPT for Automatic Assignment of ICD Codes to Clinical Documentation

2024-05-10

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<title>Abstract</title> <p>Background: Assignment of International Classification of Disease (ICD) codes to clinical documentation is a tedious but important task that is mostly done manually. This study evaluated the widely popular OpenAI’s Generative Pretrained Model (GPT) 3.5 Turbo in facilitating the automation of assigning ICD codes to clinical notes. <h4>Methods:</h4> We identified the 10 most prevalent IC...

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Literature Corpus work: 1a8991d5-8cdb-583e-9320-7c9c100b3cbc
DOI: 10.21203/rs.3.rs-4392229/v1

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