中国的机器人外科学杂志 | ISSN 2096-7721 | CN 10-1650/R

眼动仪在神经康复中的应用现状及研究进展

Present status and progress of eye-tracker in neurological rehabilitation

作者:魏家航,吕晨燕,张赓华,于澎铮,杨佳赫,段晓琴

Vol. 3 No. 3 Jun. 2022 DOI: 10.12180/j.issn.2096-7721.2022.03.011 发布日期:2023-10-19
关键词:眼动仪;眼球追踪技术;神经康复;康复治疗;康复教育

作者简介:

眼动仪作为一种简便可靠、能实时追踪并分析受试者眼球移动情况的设备,已广泛应用于心理学、眼科学等领域的研究,同时也给临床诊疗发展带来了新契机。目前,眼动仪在神经康复中的应用尚处于起步阶段,本文旨在对其应用现状及研究进展进行综述,为神经康复策略的探索提供新思路、新方法。

As a simple and reliable device that can help to record and analyze real-time eye movement, eye tracker has been widely used in psychology and ophthalmology. It has also brought new opportunities to the development of clinical diagnosis and treatment. At present, the application of eye tracker in neurological rehabilitation is still in its infancy. This paper aims to provide new ideas and methods for neurological rehabilitation by analyzing the current status and progress of eye-tracker in neurological rehabilitation.

稿件信息

收稿日期:2021-03-24 录用日期:2021-08-21

Received Date: 2021-03-24 Accepted Date: 2021-08-21

基金项目:吉林大学白求恩计划项目(2020B41);吉林大学创新创业教育课程建设项目(CXCYA202029)

Foundation Item: Bethune Plan Project of Jilin University (2020B41); Innovation and Entrepreneurship Education Curriculum of Jilin University (CXCYA202029)

通讯作者:段晓琴,Email:15204309769@163.com

Corresponding Author: DUAN Xiaoqin, Email: 15204309769@163.com

引用格式:魏家航,吕晨燕,张赓华,等. 眼动仪在神经康复中的应用现状及研究进展[J]. 机器人外科学杂志(中英文),2022,3(3):229-234.

Citation: WEI J H, LYU C Y, ZHANG G H, et al. Present status and progress of eye-tracker in neurological rehabilitation [J]. Chinese Journal of Robotic Surgery, 2022, 3 (3): 229-234.

参考文献

[1] QIU W, HUANG Y, KONG L A, et al. Optoelectronic In-Ga-Zn-O memtransistors for artificial vision system [J]. Advanced Functional Materials, 2020, 30(40):112-120.

[2] Trojano L, Moretta P, Estraneo A. Communicating using the eyes without remembering it: cognitive rehabilitation in a severely brain-injured patient with amnesia, tetraplegia and anarthria [J]. J Rehabil Med, 2009, 41(5): 393-396.

[3] Talukder A, Morookian J M, Monacos S, et al. Eyetracking architecture for biometrics and remote monitoring [J]. Appl Opt, 2005, 44(5): 693-700.

[4] Harrar V, Le Trung W, Malienko A, et al. A nonvisual eye tracker calibration method for video-based tracking [J]. J Vis, 2018, 18(9): 1-11.

[5] Wyder S, Cattin P C. Eye tracker accuracy: quantitative evaluation of the invisible eye center location [J]. Int J Comput Assist Radiol Surg, 2018, 13(10): 1651-1660.

[6] Stuart S, Hickey A, Vitorio R, et al. Eye-tracker algorithms to detect saccades during static and dynamic tasks: a structured review [J]. Physiol Meas, 2019,40(2): 02tr1.

[7] Ryan M C, Stucky M, Wakefield C, et al. Interactive clustered heat map builder: an easy web-based tool for creating sophisticated clustered heat maps [J]. F1000Res, 2019, 14(8): 1750.

[8] Nyström M, Hooge I, Andersson R. Pupil size influences the eye-tracker signal during saccades [J]. Vision Res, 2016. DOI: 10.1016/j.visres.2016.01.009.

[9] Bin zahid A, Hubbard M E, Lockyer J, et al. Eye tracking as a biomarker for concussion in children [J]. Clinical Journal of Sport Medicine, 2018, 30(5): 433-443.

[10] Al-moteri M O, Symmons M, Plummer V, et al. Eye tracking to investigate cue processing in medical decision-making: A scoping review [J]. Computers in Human Behavior, 2017, 66(1): 52-66.

[11] Mohamad S M, Razali A. An eye tracking analysis on diagnostic performance of digital fundus photography images  between ophthalmologists and optometrists [J].Int J Environ Res Public Health, 2019, 17(1): 30-43.

[12] YANG H, YU T, YAO J, et al. Quantitative assess the efficacy of congenital idiopathic nystagmus surgery by digital eye tracker [J]. Zhonghua Yan Ke Za Zhi, 2015,51(6): 439-444.

[13] ZHENG B, JIANG X, ATKINS M S. Detection of changes in surgical difficulty: evidence from pupil responses [J]. Surg Innov, 2015, 22(6): 629-635.

[14] GE F F, YANG X Q, CHEN Y X, et al. Application of eye tracker in lie detection [J]. Fa Yi Xue Za Zhi, 2020,36(2): 229-232.

[15] Tórtora G, Machín L, Ares G. Influence of nutritional warnings and other label features on consumers’choice: results from an eye-tracking study [J]. Food Res Int, 2019, 119(2): 605-611.

[16] Baker R S, Fields H W, Beck F M, et al. Objective assessment of the contribution of dental esthetics and facial attractiveness in men via eye tracking [J]. Am J Orthod Dentofacial Orthop, 2018, 153(4): 523-533.

[17] Chaste P, Leboyer M. Autism risk factors: genes, environment, and gene-environment interactions [J].Dialogues Clin Neurosci, 2012, 14(3): 281-292.

[18] Lai M C, Lombardo M V, Baron-Cohen S. Autism [J].Lancet, 2014, 383(9920): 896-910.

[19] CHEN F, WANG L, PENG G, et al. Development andevaluation of a 3-D virtual pronunciation tutor for children with autism spectrum disorders [J]. PLoS One,2019, 14(1): e0210858.

[20] Magrelli S, Jermann P, Noris B, et al. Social orienting of children with autism to facial expressions and speech: a study with a wearable eye-tracker in naturalistic settings [J]. Front Psychol, 2013. DOI: 10.3389/fpsyg.2013.00840.

[21] Venker C E, Pomper R, Mahr T, et al. Comparing automatic eye tracking and manual gaze coding methods in young children with autism spectrum disorder [J].Autism Res, 2020, 13(2): 271-283.

[22] Khosravan N, Celik H, Turkbey B, et al. A collaborative computer aided diagnosis (C-CAD) system with eye-tracking, sparse attentional model, and deep learning [J]. Med Image Anal, 2019. DOI: 10.1016/j.media.2018.10.010.

[23] CHANG W D, CHA H S, KIM D Y, et al. Development of an electrooculogram-based eye-computer interface for communication of individuals with amyotrophic lateral sclerosis [J]. J Neuroeng Rehabil, 2017, 14(1): 89-102.

[24] Scherf K S, Griffin J W, Judy B, et al. Improving sensitivity to eye gaze cues in autism using serious game technology: study protocol for a phase I randomised controlled trial [J]. BMJ Open, 2018, 8(9): e023682.

[25] Micai M, Vulchanova M, Saldaña D. Reading goals and executive function in autism: an eye-tracking study [J].Autism Res, 2020. DOI: 10.1002/aur.2447.

[26] Cifu D X, Wares J R, Hoke K W, et al. Differential eye movements in mild traumatic brain injury versus normal controls [J]. J Head Trauma Rehabil, 2015, 30(1):21-28.

[27] Malik R N, Cote R, Lam T. Sensorimotor integration of vision and proprioception for obstacle crossing in ambulatory individuals with spinal cord injury [J]. J Neurophysiol, 2017, 117(1): 36-46.

[28] Mani R, Asper L, Khuu S K. Deficits in saccades and smooth-pursuit eye movements in adults with traumatic brain injury: a systematic review and meta-analysis [J].Brain INJ, 2018, 32(11): 1315-1336.

[29] Trojano L, Moretta P, Estraneo A, et al. Neuropsychologic assessment and cognitive rehabilitation in a patient with locked-in syndrome and left neglect [J]. Arch Phys Med Rehabil, 2010, 91(3): 498-502.

[30] Tung R C, Vivar-Cruz P W. Locked-In Syndrome [J].Kans J Med, 2019, 12(2): 56.

[31] Herrero M T, Morelli M. Multiple mechanisms of neurodegeneration and progression [J]. Prog Neurobiol,2017. DOI:10.1016/j.pneurobio.2017.06.001.

[32] Katsnelson A , DeStrooper B , Zoghbi H Y .Neurodegeneration: From cellular concepts to clinical applications [J]. Sci Transl Med, 2016, 8(364): 364ps18.

[33] LI X H, JING J, ZOU X B, et al. Picture perception in Chinese dyslexic children: an eye-movement study [J].Chin Med J (Engl), 2009, 122(3): 267-271.

[34] Kiernan M C, Vucic S, Cheah B C, et al. Amyotrophic lateral sclerosis [J]. Lancet, 2011, 377(9769): 942-955.

[35] Käthner I, Kübler A, Halder S. Comparison of eye tracking, electrooculography and an auditory braincomputer interface for binary communication: a case study with a participant in the locked-in state [J]. J Neuroeng Rehabil, 2015, 12(1): 76-87.

[36] Suzuki A, Shinozaki J, Yazawa S, et al. Establishing a new screening system for mild cognitive impairment and alzheimer’s disease with mental rotation tasks that evaluate visuospatial function [J]. J Alzheimers Dis,2018, 61(4): 1653-1665.

[37] Ferreira M B, Pereira P A, Parreira M, et al. Relationships between neuropsychological and antisaccade measures in multiple sclerosis patients [J]. Peer J, 2018, DOI: 10.7717/peerj.5737.

[38] Srulijes K, Mack D J, Klenk J, et al. Association between vestibulo-ocular reflex suppression, balance, gait, and fall risk in ageing and neurodegenerative disease: protocol of a one-year prospective follow-up study [J]. BMC Neurol, 2015, 15(1): 192-203.

[39] Gitchel G T, Wetzel P A, Qutubuddin A, et al.Experimental support that ocular tremor in Parkinson’sdisease does not originate from head movement [J].Parkinsonism Relat Disord, 2014, 20(7): 743-747.

[40] Wimalasundera N, Stevenson V L. Cerebral palsy [J].Pract Neurol, 2016, 16(3): 184-194.

[41] Surkar S M, Hoffman R M, Davies B, et al. Impaired anticipatory vision and visuomotor coordination affects action planning and execution in children with hemiplegic cerebral palsy [J]. Res Dev Disabil, 2018,80(August 2017): 64-73.

[42] JU Y Y, LIU Y H, CHENG C H, et al. Effects of combat training on visuomotor performance in children aged 9 to 12 years-an eye-tracking study [J]. BMC Pediatr,2018, 18(1): 39-48.

[43] Myrden A, Schudlo L, Weyand S, et al. Trends in communicative access solutions for children with cerebral palsy [J]. J Child Neurol, 2014, 29(8):1108-1118.

[44] Gavas R, Roy S, Chatterjee D, et al. Affordable sensor based gaze tracking for realistic psychological assessment [J]. Annu Int Conf IEEE Eng Med Biol Soc,2017. DOI: 10.1109/EMBC.2017.8036932.

[45] Mihara M, Hayashi A, Fujita K, et al. Fixation stability of the upward gaze in patients with myasthenia gravis:an eye-tracker study [J]. BMJ Open Ophthalmol, 2017,2(1): e000072.

[46] Singh T, Fridriksson J, Perry C M, et al. A novel computational model to probe visual search deficits during motor performance [J]. J Neurophysiol, 2017,117(1): 79-92.

[47] Oguntosin V, Abdulkareem A. Design of a pneumatic soft actuator controlled via eye tracking and detection [J].Heliyon, 2020, 6(7): e04388.

[48] Rey G D. Seductive details and attention distraction-An eye tracker experiment [J]. Computers in Human Behavior, 2014.

 DOI: 10.1016/j.chb.2013.11.017.

[49] Hayashi K, Aono S, Fujiwara M, et al. Difference in eye movements during gait analysis between professionals and trainees [J]. PLoS One, 2020, 15(4): e0232246.

[50] LIU Y, WANG S, ZHANG Y, et al. Assessment of laparoscopic training based on eye tracker and electroencephalograph [J]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi, 2017, 34(1): 66-71.

[51] Amster B, Marquard J, HEnneman E, et al. Using an eye tracker during medication administration to identify gaps in nursing students’ contextual knowledge: an observational study [J]. Nurse Educator, 2015, 40(2):83-86.

[52] Tupper D E. Chapter 53: rehabilitation therapies [J].Handb Clin Neurol, 2010, 95(95): 851-867.

[53] Konings M J, Foulsham T, Micklewright D, et al.Athlete-opponent interdependency alters pacing and information-seeking behavior [J]. Med Sci Sports Exerc,2020, 52(1): 153-160.

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