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Updated: Jun 24, 2026

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Using an Automated Hirschberg Test App to Evaluate Ocular Alignment
Published on: March 24, 2020
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一个人工智能平台用于查和管理视
Dawen Wu1,2, Yanfei Li3, Haixian Zhang3
1Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, China.
Eye (London, England)
|July 27, 2024
概括
一个人工智能 (AI) 应用程序被开发用于使用移动设备快速视查. 这种人工智能工具在诊断各种形式的眼方面表现出高度准确性,改善了早期检测和眼睛护理.
科学领域:
- 眼科医生 眼科 眼科
- 人工智能的人工智能
- 医学诊断 医学诊断 医学诊断
背景情况:
- 双眼的发病率正在上升,对双眼视力构成风险.
- 目前的选方法缺乏速度和精度.
- 需要可访问的,基于移动的斜视查解决方案.
研究的目的:
- 开发一个人工智能 (AI) 平台作为一个移动应用程序,用于视查和管理.
- 创建一个可以在任何移动设备上用于方便眼睛护理的工具.
主要方法:
- 一个视觉变压器 (VIT_16_224) 的人工智能模型被训练了来自不同年龄组的初级目光照片.
- 该模型使用5倍交叉验证进行了验证,并在一个独立的数据集上进行了测试.
- 用准确度,精度,特异性,灵敏度,F1得分和AUC来评估诊断性能.
主要成果:
- 人工智能模型在内部验证和独立测试集上都实现了高诊断性能.
- 精度在0.980 (内部) 到0.967 (独立) 之间.
- AUC值一直很高,达到0.994 (内部) 和0.993 (独立),表明了出色的诊断能力.
结论:
- 已经开发和验证了用于视查的先进AI模型.
- 该平台包括电子健康记录和患者与医生沟通的功能.
- 这种人工智能解决方案提供了全面的眼护理,从初始查到长期随访,提高了患者的治疗结果.
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