Large Language Models for Pediatric Differential Diagnoses in Rural Health Care: Multicenter Retrospective Cohort Study Comparing GPT-3 With Pediatrician Performance

Mansoor, M., Ibrahim, A. F., Grindem, D., & Baig, A. (2025). Large Language Models for Pediatric Differential Diagnoses in Rural Health Care: Multicenter Retrospective Cohort Study Comparing GPT-3 With Pediatrician Performance. JMIRx Med, 6, e65263–e65263. https://doi.org/10.2196/65263
Authors:
Masab Mansoor
Andrew F Ibrahim
David Grindem
Asad Baig
Affiliated Authors:
Asad Baig
Columbia Affiliation:
Subjects:
Deep Learning Applications in Healthcare (OpenAlex Topic)
Importance of Cognitive Errors in Diagnosis and Strategies (OpenAlex Topic)
Accuracy of Clinical Coding in Healthcare Data (OpenAlex Topic)
Author Keywords:
gpt
llm
ml
nlp
artificial intelligence
generative pretrained transformer
language model
large language model
machine learning
natural language processing
pediatrics
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Publication Type:
Article
Unique ID:
10.2196/65263
PMID:
40106452
DOI:
10.2196/65263
Journal:
JMIRx Med
Publication Date:
Data Source:
PubMed
Source Link:
View PubMed Record
View OpenAlex Record

Record Created: