泌尿科医生对基于人工智能的工具进行验证,用于自动估计阴茎曲率
Tariq O Abbas1, Mohamed AbdelMoniem2, Carlos Villanueva3
1Pediatric Urology Section, Surgery Department, Sidra Medicine, Doha, Qatar; College of Medicine, Qatar University, Doha, Qatar; Department of Surgery, Weill Cornell Medicine Qatar, Doha, Qatar.
Journal of pediatric urology
|September 28, 2023
概括
一个人工智能 (AI) 模型准确地测量阴茎曲 (PC) 在hypospadias患者. 与传统技术相比,这种AI工具为评估PC提供了更实用和更一致的方法.
科学领域:
- 泌尿器科 泌尿器科 泌尿器科 泌尿器科
- 医疗技术 医疗技术 医学技术
- 人工智能的人工智能
背景情况:
- 阴茎曲 (PC) 的严重程度对于选择低度手术干预措施至关重要.
- 目前的文献缺乏关于PC测量技术在低血压患者的准确性的数据.
研究的目的:
- 评估基于人工智能的自动PC测量模型的可行性和有效性.
- 将基于AI的PC测量与现有方法进行比较.
主要方法:
- 35名泌尿科医生评估了3D打印的阴茎模型,使用不同的PC.
- 视觉检查,光度计,移动应用程序和基于AI的角度估计应用程序进行了比较.
- 评估测量时间,平均绝对误差 (MAE) 和评价者之间的协议.
主要成果:
- 以人工智能为基础的评估表明MAE最低,类间相关性最高.
- 人工智能在88°PC获得了最低的MAE,这表明在高级病例中可靠性.
- 人工智能测量时间平均只有22秒.
结论:
- 基于AI的PC测量比目前的工具更实用和更一致.
- 人工智能方法提高了手术师和研究人员的精度.
- 这项技术可以改善临床实践中的PC评估.
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