evidencegaps
Primary study · included by 1 review

Enhanced multistage deep learning for diagnosing anterior disc displacement in the temporomandibular joint using MRI.

Min 2024 · Min Chang-Ki, Jung Won, Joo Subin · Dento maxillo facial radiology · 2024

Included by

Diagnostic accuracy of artificial intelligence models for temporomandibular joint anomalies on MRI: a systematic review and meta-analysis.
Non-Cochrane · DTA · 2026 · cited as Min 2024 · Reference list [17]; Table 1; Figs. 3, 5, 6
Outcome this study informsPooled effectEvidenceCertainty
Sensitivity
AI (machine/deep learning) models, all architectures pooled vs Reference standard diagnosis of TMJ anomaly
Sensitivity (pooled proportion) 0.399 [0.348, 0.450]6 studiesGRADE not reported

1 including review in total.