Xueping Li

CliniSense AI for automated clinical skills assessment with real-time feedback

Medical education requires scalable, reliable assessment of clinical skills, yet faculty observation cannot meet trainee volume, manual OSCE evaluation yields inter-rater reliability of only κ = 0.35–0.58 with days-to-weeks feedback latency, and no existing system provides real-t...