Article

Novel Insights into the Application of Large Language Models in the Diagnosis and Treatment of Complex Cardiovascular Diseases: A Comparative Study

2025-04-03

Abstract excerpt

<title>Abstract</title> <p>Background The rapid evolution of large language models (LLMs) in the medical field, particularly in automating medical tasks and supporting diagnosis and treatment, has shown promising potential. However, their accuracy, comprehensiveness, and safety in managing complex cardiovascular diseases have not been systematically assessed. Objective This study aims to evaluate and compare th...

Topics

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

Identifiers and source

Literature Corpus work: a30725bc-1063-5f9b-bc88-16f40bd294f7
DOI: 10.21203/rs.3.rs-6220351/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Novel Insights into the Application of Large Language Models in the Diagnosis and Treatment of Complex Cardiovascular Diseases: A Comparative StudyDOI 10.21203/rs.3.rs-6220351/v1Read

Large Language Models in Cardiovascular Prevention: From Potential to PracticeSemantic proximity Read

Large-language-model-based 10-year risk prediction of cardiovascular disease: insight from the UK biobank dataSemantic proximity Read

Large Language Models in Cardiology: A Systematic ReviewSemantic proximity Read

A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future DirectionsSemantic proximity Read

Assessing the Limitations of Large Language Models in Clinical Practice Guideline-concordant Treatment Decision-making on Real-world DataSemantic proximity Read

A systematic review and meta-analysis of the Diagnostic Performance of Large Language Models in Rare DiseasesSemantic proximity Read

Diagnostic Accuracy of Large Language Models for Rare Diseases: A Systematic Review and Meta-AnalysisSemantic proximity Read

High Consistency, Limited Accuracy: Evaluating Large Language Models for Binary Medical DiagnosisSemantic proximity Read

Development of an LLM Pipeline Surpassing Physicians in Cardiovascular Risk Score CalculationSemantic proximity Read

ChatGPT vs DeepSeek: A Comparative Study of Diagnostic Accuracy and Clinical Reasoning in Rare and Complex DiseasesSemantic proximity Read

Evaluation of Large Language Models in the Clinical Management of Patients With Upper Gastrointestinal Bleeding : Insights From Real-World Patient DataSemantic proximity Read

Systematic Literature Review of LLM-Large Language Model in Medical: Digital Health, Technology and ApplicationsSemantic proximity Read