银病管理中的数字技术:从精确诊断到治疗创新和整体护理
Zhenni Gong1,2, Yusheng Cheng1,2, Xi Wei1,2
1Department of Dermatology, The First Affiliated Hospital of Shihezi University, Shihezi, China.
Frontiers in digital health
|November 26, 2025
概括
数字创新正在彻底改变牛皮护理. 人工智能 (AI) 和物联网 (IoT) 设备提高了诊断准确度,个性化治疗,并增强了患者的自我管理,为这种慢性皮肤疾病创造了数据驱动的方法.
科学领域:
- 皮肤病学和数字健康
背景情况:
- 牛皮是一种慢性炎症性皮肤疾病,全球发病率不断增加.
- 传统的管理面临挑战,因为主观的评估,治疗副作用,和患者不良的坚持.
研究的目的:
- 审查数字创新如何改变牛皮的综合管理.
- 以突出使用数字技术的诊断,治疗和康复方面的进展.
主要方法:
- 在牛皮护理中对数字创新的系统叙事审查.
- 对人工智能集成皮肤镜进行诊断和严重性评估的分析.
- 评估智能光疗和人工智能辅助的治疗生物选择.
- 探索物联网支持的监控,用于康复和自我管理.
主要成果:
- 人工智能集成皮肤镜在区分牛皮方面取得了92.3%的准确性,超过了皮肤科医生.
- 人工智能辅助的生物选择改善了清除率,从39%提高到61%,减少了不良事件 (<2%).
- 物联网系统通过实时数据增强自我管理和适应性干预.
结论:
- 数字技术正在将牛皮管理重新配置为基于精度,以数据为中心的框架.
- 创新包括客观诊断,个性化治疗和增强的康复.
- 挑战包括数据标准化,隐私,算法透明度和验证.
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