Use of GPT-4 to Analyze Medical Records of Patients With Extensive Investigations and Delayed Diagnosis

Author:

Shea Yat-Fung1,Lee Cynthia Min Yao1,Ip Whitney Chin Tung1,Luk Dik Wai Anderson1,Wong Stephanie Sze Wing1

Affiliation:

1. Department of Medicine, Queen Mary Hospital, University of Hong Kong, Hong Kong

Abstract

This case series investigates whether analysis of clinical history via a language model system improves diagnostic accuracy in patients with complex and delayed diagnoses.

Publisher

American Medical Association (AMA)

Subject

General Medicine

Reference6 articles.

1. Machine-learning–based disease diagnosis: a comprehensive review.;Ahsan;Healthcare (Basel),2022

2. Benefits, limits, and risks of GPT-4 as an AI chatbot for medicine.;Lee;N Engl J Med,2023

3. Salmonella aortitis treated with endovascular aortic repair.;Pulimamidi;Ann Vasc Surg,2014

4. Haemophagocytic lymphohistiocytosis: an uncommon clinical presentation of tuberculosis.;Shea;Hong Kong Med J,2012

5. Metronidazole-induced encephalopathy: a systematic review.;Sørensen;J Neurol,2020

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