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 NetchiporoukPublished 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.