用MediaPipe分析年龄和性别对眨眼反射的影响

Gökhan Güney, Talisa S. Jansen, Anne K. Braczynski, Maurice Rohr, Sebastian Dill, Christoph Hoog Antink
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引用次数: 0

摘要

glabellar叩击反射(GTR)是一种与脑部疾病相关的体征,临床医生可以对其进行分析以用于诊断目的。为了便于对这种反射进行定量分析,我们使用MediaPipe框架开发了一个基于视频的工具。我们在健康受试者身上测试了我们的方法,以评估年龄和性别对反应时间和眨眼时间的影响。反应时间结果显示,年轻组平均(±标准差)为0.091(±0.066)秒,老年组为0.085(±0.052)秒,女性和男性分别为0.097(±0.053)秒和0.080(±0.064)秒。眨眼时间,男性为0.216(±0.077)秒,女性为0.189(±0.115)秒,老年组为0.132(±0.039)秒,年轻组为0.267(±0.084)秒。
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Analyzing the Effect of Age and Gender on the Blink Reflex using MediaPipe
Abstract The glabellar tapping reflex (GTR) is a sign related to brain conditions and can be analyzed by clinicians for diagnostic purposes. To facilitate the quantitative analysis of this reflex, we developed a video-based tool using the MediaPipe framework. We tested our approach on healthy subjects to assess the effect of age and gender on reaction time and blinking duration. The reaction time results show that the young group has a mean value (±standard deviation) of 0.091 (±0.066) seconds and the old group has 0.085 (±0.052) seconds, while female and male subjects have 0.097 (±0.053) seconds and 0.080 (±0.064) seconds respectively. For blinking duration, males have a mean value of 0.216 (±0.077) seconds and, females have 0.189 (±0.115) seconds, while old and young groups have 0.132 (±0.039) seconds 0.267(±0.084) seconds respectively.
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来源期刊
Current Directions in Biomedical Engineering
Current Directions in Biomedical Engineering Engineering-Biomedical Engineering
CiteScore
0.90
自引率
0.00%
发文量
239
审稿时长
14 weeks
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