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在乌干达感染艾滋病毒的低龄儿童中进行自动眼动追踪改良法甘面部记忆测试的可行性。

The feasibility of an automated eye-tracking-modified Fagan test of memory for human faces in younger Ugandan HIV-exposed children.

作者信息

Chhaya Ronak, Weiss Jonathan, Seffren Victoria, Sikorskii Alla, Winke Paula M, Ojuka Julius C, Boivin Michael J

机构信息

a College of Human Medicine , Michigan State University , East Lansing , MI , USA.

b School of Public Health , University of Michigan , Ann Arbor , MI , USA.

出版信息

Child Neuropsychol. 2018 Jul;24(5):686-701. doi: 10.1080/09297049.2017.1329412. Epub 2017 May 22.

Abstract

OBJECTIVE

The Fagan Test of Infant Intelligence (FTII) uses longer gaze length for unfamiliar versus familiar human faces to gauge visual-spatial encoding, attention, and working memory in infants. Our objective was to establish the feasibility of automated eye tracking with the FTII in HIV-exposed Ugandan infants.

METHOD

The FTII was administered to 31 perinatally HIV-exposed noninfected (HEU) Ugandan children 6-12 months of age (11 boys; M = 0.69 years, SD = 0.14; 19 girls; M = 0.79, SD = 0.15). A series of 10 different faces were presented (familiar face exposure for 25 s followed by a gaze preference trial of 15 s with both the familiar and unfamiliar faces). Tobii X2-30 infrared camera for pupil detection provided automated eye-tracking measures of gaze location and length during presentation of Ugandan faces selected to correspond to the gender, age (adult, child), face expression, and orientation of the original FTII. Eye-tracking gaze length for unfamiliar faces was correlated with performance on the Mullen Scales of Early Learning (MSEL).

RESULTS

Infants gazed longer at the novel picture compared to familiar across 10 novelty preference trials. Better MSEL cognitive development was correlated with proportionately longer time spent looking at the novel faces (r(30) = 0.52, p = .004); especially for the Fine Motor Cognitive Sub-scale (r(30) = 0.54, p = .002).

CONCLUSION

Automated eye tracking in a human face recognition test proved feasible and corresponded to the MSEL composite cognitive development in HEU infants in a resource-constrained clinical setting. Eye tracking may be a viable means of enhancing the validity and accuracy of other neurodevelopmental measures in at-risk children in sub-Saharan Africa.

摘要

目的

婴儿智力的法根测试(FTII)利用婴儿对陌生和熟悉人脸的注视时长差异来评估其视觉空间编码、注意力和工作记忆。我们的目的是确定在乌干达暴露于HIV的婴儿中使用FTII进行自动眼动追踪的可行性。

方法

对31名出生时暴露于HIV但未感染(HEU)的乌干达儿童进行了FTII测试,这些儿童年龄在6至12个月之间(11名男孩;平均年龄M = 0.69岁,标准差SD = 0.14;19名女孩;平均年龄M = 0.79岁,标准差SD = 0.15)。呈现一系列10张不同的面孔(熟悉面孔展示25秒,随后进行15秒的注视偏好试验,同时展示熟悉和陌生面孔)。用于瞳孔检测的托比X2 - 30红外摄像头在展示与原始FTII的性别、年龄(成人、儿童)、面部表情和方向相对应的乌干达面孔时,提供了注视位置和时长的自动眼动追踪测量。陌生面孔的眼动追踪注视时长与早期学习穆伦量表(MSEL)的表现相关。

结果

在10次新奇偏好试验中,婴儿对新奇图片的注视时间比对熟悉图片的更长。MSEL认知发展越好,看新奇面孔的时间比例就越长(r(30) = 0.52,p = 0.004);特别是精细运动认知子量表(r(30) = 0.54,p = 0.002)。

结论

在人脸识别测试中进行自动眼动追踪被证明是可行的,并且与资源受限临床环境中HEU婴儿的MSEL综合认知发展相对应。眼动追踪可能是提高撒哈拉以南非洲地区高危儿童其他神经发育测量的有效性和准确性的可行方法。

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Predictive validation of Ugandan infant eye-tracking test for memory of human faces.乌干达婴儿面部记忆眼动测试的预测性验证
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