Exploring immune-inflammation markers in psoriasis prediction using advanced machine learning algorithms

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Exploring immune-inflammation markers in psoriasis prediction using advanced machine learning algorithms

BackgroundPsoriasis is a chronic immune-mediated inflammatory skin disorder characterized by multifactorial pathogenesis. Recent studies have extensively highlighted the strong associations between psoriasis and various inflammatory markers, which are considered novel predictive tools for evaluating...

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Bibliographic Details
Main Authors:	Li Yang, Shixin He, Li Tang, Xiao Qin, Yan Zheng
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-07-01
Series:	Frontiers in Immunology
Subjects:	psoriasis national health and nutrition examination survey machine learning algorithms monocyte-to-lymphocyte ratio neutrophil-to-monocyte ratio
Online Access:	https://www.frontiersin.org/articles/10.3389/fimmu.2025.1619490/full
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