Primary study · included by 1 review

Can AI-Based ChatGPT Models Accurately Analyze Hand-Wrist Radiographs? A Comparative Study.

Yildirim 2025 · Yıldırım Ahmet, Cicek Orhan, Genç Yavuz Selim · Diagnostics (Basel, Switzerland) · 2025

Included by

Outcome this study informsPooled effectEvidenceCertainty
Pooled accuracy
AI models (best model per study) applied to lateral cephalometric and/or hand-wrist radiographs to identify the pubertal growth spurt (three-class pre-spurt, spurt, post-spurt scheme) vs Reference staging by expert assessment (CVM, Fishman SMI, Grave and Brown, DRU or other validated standards)
Accuracy (proportion) 0.83 [0.76, 0.89]21 studiesGRADE not reported

1 including review in total.