Predictors of Flares and Disease Severity in Patients With Atopic Dermatitis Using Machine Learning.

Journal: JAMA dermatology
Published Date: Jul 16, 2025

Abstract

IMPORTANCE: The disease course of atopic dermatitis (AD) is characterized by fluctuations and frequent flares, contributing to the disease burden and impairment in life quality. However, flares are not necessarily considered in severity classifications and clinical treatment decisions.

Authors

  • Mia-Louise Nielsen
    Department of Dermatology, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark.
  • Lea K Nymand
    Department of Dermatology, Copenhagen University Hospital-Bispebjerg, Copenhagen, Denmark.
  • Arnau Domenech Pena
    Almirall SA, Ronda General Mitre, 151, Barcelona, Spain.
  • Kristian G Du Jardin
    Almirall SA, Ronda General Mitre, 151, Barcelona, Spain.
  • Ismail Kasujee
    Almirall SA, Ronda General Mitre, 151, Barcelona, Spain.
  • Simon F Thomsen
    Department of Dermatology, Bispebjerg Hospital, University of Copenhagen, Copenhagen, Denmark.
  • David Thein
    Department of Dermatology, Copenhagen University Hospital-Bispebjerg, Copenhagen, Denmark.

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