A Combined Approach to Predict Tobacco-Induced Facial Aging Using Dermatologist Knowledge Elicitation and Generative Models
By focusing on preserving skin longevity and preventing premature aging, the simulator, which can quantify the impact of smoking on individual aging trajectories, effectively motivates positive lifestyle changes. This personalized approach offers a promising preventative messaging strategy, particularly for audiences resistant to traditional methods, and strengthens the scientific rationale regarding the impact of tobacco on specific aging signs.
Authors
- Edouard Raynaud (ORCID: https://orcid.org/0000-0002-4253-5439)
- Emmanuelle Tancrède‐Bohin (ORCID: https://orcid.org/0000-0002-0412-0806)
- Hussein Jouni (ORCID: https://orcid.org/0000-0003-4641-3161)
- Silèye Ba (ORCID: https://orcid.org/0000-0003-4581-9880)
- Julien Despois (ORCID: https://orcid.org/0000-0002-3369-2088)
- Frédéric Flament (ORCID: https://orcid.org/0000-0003-1128-9535)
- Bertrand Lell (ORCID: https://orcid.org/0000-0003-1427-3002)
- Tao Li (ORCID: https://orcid.org/0000-0002-0396-4775)
Institutions
- L'Oréal (France) (FR)
- Assistance Publique – Hôpitaux de Paris (FR)
- Hôpital Saint-Louis (FR)
Publication Details
- Journal
- Dermatology and Therapy
- Published
- 2025-10-24
- DOI
- https://doi.org/10.1007/s13555-025-01570-4
- Primary Topic
- Skin Protection and Aging
- Type
- article
- Field-Weighted Citation Impact
- 0.00