Exploring the role of breastfeeding, antibiotics, and indoor environments in preschool children atopic dermatitis through machine learning and hygiene hypothesis

Exploring the role of breastfeeding, antibiotics, and indoor environments in preschool children atopic dermatitis through machine learning and hygiene hypothesis

Abstract The increasing global incidence of atopic dermatitis (AD) in children, especially in Western industrialized nations, has attracted considerable attention. The hygiene hypothesis, which posits that early pathogen exposure is crucial for immune system development, is central to understanding...

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Bibliographic Details
Main Authors: Jinyang Wang, Haonan Shi, Xiaowei Wang, Enhong Dong, Jian Yao, Yonghan Li, Ye Yang, Tingting Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Atopic dermatitis
Indoor environmental factors
Antibiotic use
Exclusive breastfeeding
Hygiene hypothesis
Machine learning
Online Access:https://doi.org/10.1038/s41598-025-94255-z
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https://doi.org/10.1038/s41598-025-94255-z

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