April 2023 in “Journal of Investigative Dermatology” This study assessed an AI-based mobile app for evaluating androgenetic alopecia severity, finding that it achieved 94% accuracy compared to human dermatologists, while participants often underestimated their own hair loss severity.
June 2025 in “British Journal of Dermatology” This study introduces ALUDWIG, an automated tool for assessing female androgenic alopecia severity from smartphone images, which may offer a more consistent alternative to current scoring methods like the Ludwig scale.
January 2026 in “Mendeley Data” January 2026 in “Mendeley Data” July 2025 in “Harvard Dataverse” A deep learning model accurately detects early hair loss signs using scalp images.