Artificial Intelligence Predicts Fitzpatrick Skin Type, Pigmentation, Redness, and Wrinkle Severity From Color Photographs of the Face

Machine learning models are capable of predicting multiple skin characteristics simultaneously from color photographs of the face. In the future, similar models could assist non-dermatologists in patient skin evaluation to enhance treatment planning.

Authors

Publication Details

Journal
Journal of Cosmetic Dermatology
Published
2025-03-26
DOI
https://doi.org/10.1111/jocd.70050
Citations
4
Primary Topic
Cutaneous Melanoma Detection and Management
Type
article
Field-Weighted Citation Impact
4.18
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Artificial Intelligence Predicts Fitzpatrick Skin Type, Pigmentation, Redness, and Wrinkle Severity From Color Photographs of the Face

Rachel Lea Draelos, Chelsea Kesty, Katarina Kesty
4 citations
Journal of Cosmetic Dermatology
Cutaneous Melanoma Detection and Management
4.18
article

Artificial Intelligence Predicts Fitzpatrick Skin Type, Pigmentation, Redness, and Wrinkle Severity From Color Photographs of the Face

Rachel Lea Draelos, Chelsea Kesty, Katarina Kesty
article en
4 citations

Abstract

Machine learning models are capable of predicting multiple skin characteristics simultaneously from color photographs of the face. In the future, similar models could assist non-dermatologists in patient skin evaluation to enhance treatment planning.

Journal of Cosmetic DermatologyVol. 24(4)
Good health and well-being
Openalex Percentile: Top 6%
Cutaneous Melanoma Detection and Management
4.18
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Artificial Intelligence Predicts Fitzpatrick Skin Type, Pigmentation, Redness, and Wrinkle Severity From Color Photographs of the Face — Rachel Lea Draelos, Chelsea Kesty, et al. · Journal of Cosmetic Dermatology (2025) | TGRS Research Map | TGRS