Beyond Sun Protection Factor: The Future of Personalized Photoprotection through Biomarkers, Artificial Intelligence, and Digital Twins

Authors

Diala Haykal
Henry W. Lim, Henry Ford HealthFollow
Brigitte Dréno
Sergio Schalka
Enzo Berardesca
Hugues Cartier
Thierry Passeron

Recommended Citation

Haykal D, Lim HW, Dréno B, Schalka S, Berardesca E, Cartier H, and Passeron T. Beyond Sun Protection Factor: The Future of Personalized Photoprotection through Biomarkers, Artificial Intelligence, and Digital Twins. J Invest Dermatol 2025.

Document Type

Article

Publication Date

9-6-2025

Publication Title

The Journal of investigative dermatology

PubMed ID

40914896

ePublication

ePub ahead of print