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Validation of 3 Computer-Aided Facial Phenotyping Tools (DeepGestalt, GestaltMatcher, and D-Score): Comparative Diagnostic Accuracy Study

Validation of 3 Computer-Aided Facial Phenotyping Tools (DeepGestalt, GestaltMatcher, and D-Score): Comparative Diagnostic Accuracy Study

When Deep Gestalt analyzes the facial image of the query, it calculates and assigns a score for each of these classes, which corresponds to the degree of similarity of the query image to that class. The tool returns a list of syndrome suggestions ordered by the so-called Deep Gestalt score. Here, we used Deep Gestalt version 21.5.0 to obtain the top-30 syndrome matches and Deep Gestalt scores for each image of the included test sets.

Alisa Maria Vittoria Reiter, Jean Tori Pantel, Magdalena Danyel, Denise Horn, Claus-Eric Ott, Martin Atta Mensah

J Med Internet Res 2024;26:e42904