ClinicalGPT-R1: Pushing reasoning capability of generalist disease diagnosis with large language model

Understand

Recent advances in reasoning with large language models (LLMs)has shown remarkable reasoning capabilities in domains such as mathematics and coding, yet their application to clinical diagnosis remains underexplored.

• Here, we introduce ClinicalGPT-R1, a reasoning enhanced generalist large language model for disease diagnosis.
• Trained on a dataset of 20,000 real-world clinical records, ClinicalGPT-R1 leverages diverse training strategies to enhance diagnostic reasoning.
• To benchmark performance, we curated MedBench-Hard, a challenging dataset spanning seven major medical specialties and representative diseases.