1. L’Oréal Research and Innovation Clichy France
2. Vichy International Levallois‐Perret France
3. L’Oréal Research and Innovation Shanghai China
4. ModiFace – A L'Oréal Group Company Toronto Canada
5. L’Oréal CDO – Digital Service Factory Clichy France
6. Department of Dermatology Université Côte d’Azur CHU Nice Nice France
7. Université Côte d’Azur INSERM U1065, C3M Nice France