皮肤性病诊疗学杂志2025，Vol.32Issue(6)：442-448,7.DOI:10.3969/j.issn.1674-8468.2025.06.011
机器学习在炎症性皮肤病中的应用研究进展
Research progress on the application of machine learning in inflammatory skin diseases
摘要
Abstract
In recent years,the application of artificial intelligence in the healthcare field has received widespread attention.Among them,machine learning technology has been extensively ap-plied in various aspects of inflammatory skin diseases,including screening and diagnosis,manage-ment and monitoring,classification and evaluation,and treatment,providing new methodologies for precision medicine.This article reviews the predictive models,early diagnostic models,dis-ease severity assessment models,differential diagnostic models,automated scoring models,prog-nostic evaluation models,and disease classification models of machine learning in inflammatory skin diseases,such as atopic dermatitis,acne,and psoriasis.It explores the advancements in ma-chine learning for inflammatory skin diseases and provides new insights for precision treatment and prognosis evaluation.关键词
机器学习/炎症性皮肤疾病/人工智能/预测模型Key words
machine learning/Inflammatory skin diseases/artificial intelligence/predic-tion model引用本文复制引用
郭靖雪,刘永生,杨雪滢,李娇娇,李丹,李逸群,李艳飞,张俊晶..机器学习在炎症性皮肤病中的应用研究进展[J].皮肤性病诊疗学杂志,2025,32(6):442-448,7.基金项目
内蒙古自治区卫生健康科技计划项目(202201480) （202201480）
呼和浩特市卫生健康领域科技项目(呼卫健医疗-2023015) （呼卫健医疗-2023015）
呼和浩特市第一医院院内项目[2021SYY(ZD)01 （ZD）
2023SYY(BS)005] （BS）
公立医院科研联合基金科技项目(2024GLLH0409) （2024GLLH0409）
