Xiao-Wen Liu

Multicenter evaluation of four large language models for automated spine imaging diagnosis

It is suggested that LLMs may support report-based spine imaging diagnosis as clinical assistive tools, but deployment should account for disease prevalence, prompt sensitivity, and the need for domain-specific optimisation.