[眼动追踪技术在认知障碍早期诊断中的新前景]。

Q3 Medicine
I V Litvinenko, A Yu Emelin, V Yu Lobzin, K M Naumov, I Yu Chapliev, G Yu Chapliev, N V Tsygan, A V Ryabtsev
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引用次数: 0

摘要

目的:建立认知障碍患者注视眼动的综合评估方法。材料和方法:本研究使用瞳孔隐形眼动仪。使用PsychoPy软件,创建了一系列带有音频和文本伴奏的视觉刺激。为受试者设置了两个连续的任务:被动检查和记忆图像和在所呈现的图像上搜索特定元素。为了评估实验,我们回顾了整个测试记录,包括测试过程中发生的所有事件。结果:通过查看和分析录像来评估测试结果的标准方法对于研究人员来说是不可接受的耗时。由于获得的结果量大,缺乏标准的计算方法,使数学处理变得复杂,因此使用Wolfram和Python开发了附加软件。所开发的技术的一个独特之处在于,根据眼睛的注视运动将构建的热图划分为一定数量的区域,这是通过计算执行任务时与刺激总面积相关的图像的特定区域的面积来实现的。该模型的实验验证表明,在没有固定特定图像的情况下,原发性失忆症失语症患者的凝视方向“无序”,“热”斑的大小增加,与健康个体的这些指标不同。结论:作为研究的一部分,我们开发了一种评估眼球运动综合指标的方法,这可能反映了认知功能的状态。在研究的第二阶段,计划增加患者样本,以确定健康个体和由各种神经系统疾病引起的认知障碍患者在执行认知任务时眼球运动变化的特征模式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[Novel prospects for early diagnosis of cognitive impairment using Eye-tracking technology].

Objective: Is to develop a method for comprehensive assessment of fixation eye movements in patients with cognitive impairment.

Material and methods: The study uses the Pupil Invisible eye-tracker. Using the PsychoPy software, a sequence of visual stimuli with audio and text accompaniment was created. Two consecutive tasks were set for the subjects: passive examination and memorization of images and search for a specific element on the presented image. To assess the experiment, we reviewed the entire testing record with all events occurring during the test.

Results: It was found that the standard method of evaluating test results by viewing and analyzing video recordings was unacceptably time-consuming for the researcher. The large volume of obtained results and the lack of standard calculation methods complicated the mathematical processing, so additional software using Wolfram and Python was developed. A unique feature of the developed technique is the division of the constructed heat map based on the fixation movements of the eyes into a certain number of zones, which is achieved by calculating the area of a particular sector of the image related to the total area of the stimulus when performing the task. The experimental verification of the model revealed a «disorderly» direction of gaze without fixing the specified image, an increase in the size of the «heat» spot in a patient diagnosed with primary amnesic aphasia, which differed from those indicators of healthy individuals.

Conclusion: As part of the study, a method was developed for assessing integrative indicators of eyeball movements, which may reflect the state of cognitive functions. In the second stage of the study, the sample of patients is planned to increase to identify characteristic patterns of changes in eye movements when performing cognitive tasks, both in healthy individuals and in patients with cognitive impairment caused by various nervous system diseases.

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来源期刊
CiteScore
1.10
自引率
0.00%
发文量
287
审稿时长
3-6 weeks
期刊介绍: Одно из старейших медицинских изданий России, основанное в 1901 году. Создание журнала связано с именами выдающихся деятелей отечественной медицины, вошедших в историю мировой психиатрии и неврологии, – С.С. Корсакова и А.Я. Кожевникова. Широкий диапазон предлагаемых журналом материалов и разнообразие форм их представления привлекают внимание научных работников и врачей, опытных и начинающих медиков, причем не только неврологов и психиатров, но и специалистов смежных областей медицины.
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