Article

Comparative Analysis of ChatGPT’s Diagnostic Performance with Radiologists Using Real-World Radiology Reports of Brain Tumors

2023-10-28

Abstract excerpt

<h4>Background</h4> Large Language Models like Chat Generative Pre-trained Transformer (ChatGPT) have demonstrated potential for differential diagnosis in radiology. Previous studies investigating this potential primarily utilized quizzes from academic journals, which may not accurately represent real-world clinical scenarios. <h4>Purpose</h4> This study aimed to assess the diagnostic capabilities of ChatGPT using...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: f5fcb9c7-0c08-58f9-84a8-585f68c25e74
DOI: 10.1101/2023.10.27.23297585

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Comparative Analysis of ChatGPT’s Diagnostic Performance with Radiologists Using Real-World Radiology Reports of Brain TumorsDOI 10.1101/2023.10.27.23297585Read

Comparison of the Diagnostic Performance from Patient’s Medical History and Imaging Findings between GPT-4 based ChatGPT and Radiologists in Challenging Neuroradiology CasesSemantic proximity Read

Comparison of the diagnostic accuracy among GPT-4 based ChatGPT, GPT-4V based ChatGPT, and radiologists in musculoskeletal radiologySemantic proximity Read

Empowering Radiologists with ChatGPT-4o: Comparative Evaluation of Large Language Models and Radiologists in Cardiac CasesSemantic proximity Read

Diagnostic Performance of Large Language Models and Radiologists in Case-Based Radiology QuestionsSemantic proximity Read

ChatGPT Goes to The Radiology Department: A Pictorial ReviewSemantic proximity Read

Performance of Open-Source LLMs in Challenging Radiological Cases – A Benchmark Study on 1,933 Eurorad Case ReportsSemantic proximity Read

Diagnostic Performances of GPT-4o, Claude 3 Opus, and Gemini 1.5 Pro in “Diagnosis Please” CasesSemantic proximity Read

The Potential of ChatGPT as an Aiding Tool for the NeuroradiologistSemantic proximity Read

Utility of ChatGPT-4 in Musculoskeletal Imaging: A Narrative ReviewSemantic proximity Read

RAD-CaseBookLLM-08: An open-access dataset of structured large language model–generated radiology differential diagnosis teachingsSemantic proximity Read

Natural language processing to predict isocitrate dehydrogenase genotype in diffuse glioma using MR radiology reports.Semantic proximity Read