杭州市第三人民医院2023年-2025年白癜风皮肤镜影像数据集

该数据集由杭州市第三人民医院皮肤科在长期临床实践与专科诊疗过程中系统构建而成，聚焦“白癜风”这一常见且复杂的色素障碍性皮肤病。本次发布的数据集围绕白癜风皮肤镜影像与临床评估标准，涵盖病灶分布模式、色素缺失程度分级、毛囊周围色素残留状态、皮损边界特征及疾病活动性评估等关键维度，系统构建了符合国际皮肤镜标准的白癜风专病数据体系。资源可为医疗机构提供白癜风皮肤镜数据采集的标准规范，支持疾病自然病程研究、治疗效果评估等临床与基础科研分析，驱动皮肤病AI诊断模型训练与算法验证，促进药物研发与临床试验的受试者精准招募，并为临床诊疗提供可视化、定量化的辅助决策依据。This dataset was systematically developed by the Department of Dermatology of Hangzhou Third People's Hospital via long-term clinical practice and specialized diagnosis and treatment, focusing on vitiligo—a common and complex pigmentary skin disorder. The newly released dataset is centered on vitiligo dermoscopic images and clinical evaluation criteria, covering core dimensions including lesion distribution patterns, grading of pigment loss severity, perifollicular pigment retention status, lesion boundary characteristics, and disease activity assessment, thereby establishing a vitiligo-specific data framework that adheres to international dermoscopy standards. This resource can provide medical institutions with standardized guidelines for vitiligo dermoscopic data collection, support clinical and basic research analyses such as investigations into the natural course of the disease and treatment efficacy evaluation, facilitate the training and algorithm validation of dermatological AI diagnostic models, advance drug development and accurate subject recruitment for clinical trials, and offer visual and quantitative auxiliary decision-making support for clinical diagnosis and treatment.

搜集汇总

背景与挑战

背景概述

杭州市第三人民医院2023年-2025年白癜风皮肤镜影像数据集包含白癜风病灶的皮肤镜影像及临床评估数据，涵盖病灶分布、色素缺失程度等多个维度，适用于临床研究、AI诊断模型训练及药物研发等领域。