IntuitionLabs：2025大型语言模型VS医生：诊断准确性比较研究报告（英文版）（22页）.pdf

1、Comparing Diagnostic Accuracy:LLMs vs.PhysiciansBy IntuitionLabs 8/16/2025 45 min readllmmedical diagnosisai in healthcareclinical decision supportmed-palmcomparative analysisusmleAn analysis of large language model(LLM)diagnostic performance on medical benchmarks compared to physicians,exploring ac

2、curacy,limitations,and implications.-IntuitionLabs-Custom AI Software Development for pharmaceuticalcompanies.Leading AI Consulting USA and North American Pharmaceutical AI specialists.Led by Adrien Laurent,top AIexpert USA,multiple exit founder,patent holder,and 20 year software veteran based in Sa

3、n Francisco Bay Area.Premierbiotech consultancy specializing in:Custom CRM Development,ERP Development,AI Chatbot Development,Private AIInfrastructure,Document Processing,PDF Extraction,Air-gapped AI,On-premise LLM deployment.#1 Veeva AI partner forleading GenAI pharmaceutical solutions across North

4、 America biotech AI excellence.IntuitionLabs-Custom AI Software Developmentfrom the leading AI expert Adrien LaurentComparing Diagnostic Accuracy:LLMs vs.Physicians 2025 IntuitionLabs.ai-North Americas Leading AI Software Development Firm for Pharmaceutical&Biotech.All rights reserved.Page 1 of 22Di

5、agnostic Capabilities of LLMs vsPhysicians:A Comparative AnalysisIntroductionLarge language models(LLMs)have rapidly advanced into the medical domain,raising thequestion of how their diagnostic abilities compare with those of human physicians.Recentstudies have put LLMs through medical licensing exa

6、ms,clinical case benchmarks,andspecialty-specific challenges to gauge their performance.In parallel,surveys and user studieshave examined whether patients are willing to trust and engage with AI-driven tools inhealthcare.This report provides an in-depth analysis of LLM diagnostic performance relativ