[The application of large language models in the diagnosis of clinically significant prostate cancer].
Abstract
Among the four LLM, DeepSeek R1 had the best performance in diagnosing csPCa. After LoRA fine-tuning, PCD-Qwen3 achieved performance comparable to DeepSeek R1. LLM demonstrated promising application value in diagnosing csPCa.
Fields of Study & Subjects
Artificial Intelligence in Healthcare and Education
AI in cancer detection
Radiomics and Machine Learning in Medical Imaging
Publication details
- Journal / source
- PubMed
- Volume
- 64
- Issue
- 2
- Pages
- 182–190
- Publication date
- 1 February 2026
- Language
- ZH