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This paper is in the following e-collection/theme issue:

Theme Issue: AI and ChatGPT in Dermatology (53) Research Instruments, Questionnaires, and Tools (1247) Tools, Programs and Algorithms (611) Imaging Informatics (517) Digital Photography and Imaging in Dermatology (66) Digital Biomarkers and Digital Phenotyping (479) Artificial Intelligence (5069)

Published on in Vol 9 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/93236, first published .
Dermatologist examines woman's face for anti-aging treatment

AI-Based Grading of Facial Aging Signs and Prediction of Visible Age From Standardized Facial Images: Algorithm Development and Internal Evaluation Study

AI-Based Grading of Facial Aging Signs and Prediction of Visible Age From Standardized Facial Images: Algorithm Development and Internal Evaluation Study

Authors of this article:

Frederic Flament1 Author Orcid Image ;   Panagiotis-Alexandros Bokaris1 Author Orcid Image ;   Tao Li1 Author Orcid Image ;   Aurelie Abric2 ;   Sileye Ba1 ;   Julien Despois1 Author Orcid Image ;   Hussein Jouni1 Author Orcid Image ;   Laudine Bertrand1 ;   Paul Michel1 ;   Thomas Dauxerre1 Author Orcid Image ;   Diala Haykal3 ;   Hughes Cartier4
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