Automated Machine Learning Analysis of Patients With Chronic Skin Disease Using a Medical Smartphone App: Retrospective Study.

Igor Bibi Daniel Schaffert Mara Goller Christian Lull Jan Alwin von Ahnen Georg Gross Wanja Alexander Weigandt Johannes Knitza Sebastian Kuhn Johannes Benecke Jan Leipe Astrid Schmieder Victor Olsavszky

Published in: Journal of medical Internet research (2023)

This study provides valuable insights into the relationship between data characteristics and targeted outcomes in patients with chronic eczema or psoriasis, highlighting the potential of smartphone and AutoML techniques in improving chronic disease management and patient care.

Keyphrases

machine learning
big data
healthcare
deep learning
artificial intelligence
atopic dermatitis
electronic health record
high throughput
cancer therapy
metabolic syndrome
type diabetes
wound healing
drug delivery
risk assessment
insulin resistance
human health
skeletal muscle