Validating estimation of penile curvature

Article DOIhttps://doi.org/10.1016/j.jpurol.2023.09.008
ObjectiveAssess the feasibility and validity of an AI-based model for the automatic measurement of severity of penile curvature
AI ApproachSegmentation
Data Source(s)Seven 3D-printed penile models with various curvature angles; images taken of penile models with a smartphone
Model Input256 x 256 .jpeg images of penile models taken by a smartphone
Model OutcomePerformance of curvature estimation
Model MetricsICC 0.753; MAE 9.07 deg; Average Time: 22s
Model UsabilityNo available code or dataset. No publicly available tool.

AI = Artificial intelligence, ICC = Intra-class correlation, AUC = Area under the receiver operator characteristic

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