Factors Predicting Quality of Life Impairment in Adult Patients with Atopic Dermatitis: Results from a Patient Survey and Machine Learning Analysis.

Carle PaulChristopher E M GriffithsAntonio CostanzoPedro HerranzSusanne GrondCan MertNicole TietzElisabeth RiedlMatthias Augustin

Published in: Dermatology and therapy (2023)

Activity impairment was the single most important factor for AD-related QoL impairment while current extent of AD did not predict higher disease burden. These results support the importance of considering patients' perspectives when determining the severity of AD.

Keyphrases

machine learning
atopic dermatitis
end stage renal disease
ejection fraction
newly diagnosed
prognostic factors
artificial intelligence
risk factors