Predictors of Flares and Disease Severity in Patients With Atopic Dermatitis Using Machine Learning
This cohort study found that a higher number of flares was associated with lower quality of life and was identified as a predictor of more severe AD in the following year. These results highlight the relevance of flares in the assessment of severity or disease prognosis and suggest the need for a threshold for an acceptable number of flares in treatment decisions to achieve better disease control and improved quality of life for patients.
Authors
- David Thein (ORCID: https://orcid.org/0000-0002-3984-023X)
- Simon Francis Thomsen (ORCID: https://orcid.org/0000-0002-4838-300X)
- Kristian Gaarn du Jardin
- Lea K. Nymand (ORCID: https://orcid.org/0000-0001-7202-0607)
- Ismail Kasujee
- Mia‐Louise Nielsen (ORCID: https://orcid.org/0000-0002-1562-8568)
- Arnau Domenech Pena
Institutions
- University of Copenhagen (DK)
- Bispebjerg Hospital (DK)
- Copenhagen University Hospital (DK)
- Almirall (Spain) (ES)
Publication Details
- Journal
- JAMA Dermatology
- Published
- 2025-07-16
- DOI
- https://doi.org/10.1001/jamadermatol.2025.2073
- Citations
- 1
- Primary Topic
- Dermatology and Skin Diseases
- Type
- article
- Field-Weighted Citation Impact
- 2.00