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Tree-Based Machine Learning to Identify Predictors of Psoriasis Incidence at the Neighborhood Level: A Populational Study from Quebec, Canada.

Anastasiya MuntyanuRaymond MilanMohammed KaouacheJulien RinguetWayne GulliverIrina PivnevaJimmy RoyerMax LerouxKathleen ChenQiuyan YuIvan V LitvinovChristopher E M GriffithsDarren M AshcroftElham RahmeElena Netchiporouk
Published in: American journal of clinical dermatology (2024)
This is the first study to highlight highly variable psoriasis incidence rates on a jurisdictional level and suggests that living environment, notably climate, vegetation, urbanization and neighborhood socioeconomic characteristics may have an association with psoriasis incidence.
Keyphrases
  • machine learning
  • risk factors
  • climate change
  • physical activity
  • deep learning