画钟测试------ 一种简单的铅笔和纸测试区分正常人和认知障碍患者,并已证明有助于诊断与神经系统疾病相关的认知功能障碍,如阿尔茨海默病,帕金森病和其他痴呆症和病症。我们使用微信小程序收集这些图纸中的笔划数据,设计并计算了大量的功能,然后探讨了使用这些特征的多个不同子集和各种不同的机器学习技术构建的分类器中的性能和可解释性的权衡,使用传统的机器学习方法来构建实现高精度的预测模型。
☆11Sep 10, 2021Updated 5 years ago
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