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Feature analyses of pupil light reflex to chromatic stimuli in Alzheimer's patients

机译:阿尔茨海默氏症患者瞳孔光反射到瞳孔刺激的特征分析

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The possibility of detecting Alzheimer's Disease (AD) was examined using the pupil light reflex (PLRs). PLRs for chromatic stimuli were recorded for 14 AD patients and 21 healthy participants, and some features of the waveform shapes in their PLRs were extracted. Though there were no significant differences in the features between the two participant groups, most healthy participants were predicted to be so by using a random forest classification technique on the features. Classification performance of the data sets, which consisted of responses to chromatic stimuli, were studied and the possibility of detection was examined.
机译:使用瞳孔光反射(PLRS)检查检测Alzheimer疾病(AD)的可能性。为14名AD患者和21名健康参与者记录了彩色刺激的PLR,并提取了它们PLR中的波形形状的一些特征。虽然两个参与者组之间的特征没有显着差异,但是预计最健康的参与者将通过在特征上使用随机林分类技术来实现。研究了由对色刺激的反应组成的数据集的分类性能,并检查了检测的可能性。

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