AI Doctor Diagnosis Accuracy in 2025: A Comprehensive Review
AI Doctor Diagnosis Accuracy in 2025: A Comprehensive Review Artificial intelligence (AI) has made significant strides in medical diagnostics, offering improved accuracy, efficiency, and scalability. However, while AI systems have demonstrated impressive capabilities in certain specialties, they are not yet universally reliable substitutes for human doctors. This article explores the diagnostic accuracy of AI tools in 2025, comparing performance across various medical fields and highlighting their strengths and limitations. Key Findings on AI Diagnostic Accuracy 1. Overall Accuracy A meta-analysis revealed that generative AI models, including GPT-4, achieved an average diagnostic accuracy of 52.1% (95% CI: 47.0–57.1%) across multiple specialties, which is comparable to non-expert physicians but significantly lower than expert clinicians (difference in accuracy: 15.8%, p = 0.007) 1 . Some models like o1-preview demonstrated 88% accuracy , far surpassing human ...