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Le DD, Nguyen TKC, Le TH, Ngo TD. The use of eye-tracking technology in supporting children and adolescents with attention deficit/hyperactivity disorder: a comprehensive review. Disabil Rehabil Assist Technol 2025:1-28. [PMID: 40298615 DOI: 10.1080/17483107.2025.2497305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 03/22/2025] [Accepted: 04/18/2025] [Indexed: 04/30/2025]
Abstract
MATERIALS AND METHODS Through the analysis of 74 studies, we examine how eye-tracking technology has been applied to address ADHD-related challenges, the specific methods used, and the correlations between eye-tracking metrics and ADHD symptoms in youth.Results and conclusions: The findings suggest that eye-tracking offers a non-invasive and reliable approach to objectively assess domains such as visual processing characteristics, early detection or interventions. By discussing both the achievements and limitations of the reviewed studies, this paper not only consolidates existing knowledge but also proposes avenues for future research to enhance support for children and adolescents with ADHD.
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Affiliation(s)
- Duc Duy Le
- Faculty of Information Technology, VNU University of Engineering and Technology, Ha Noi, Viet Nam
| | - Thi Kieu Chinh Nguyen
- Faculty of Information Technology, VNU University of Engineering and Technology, Ha Noi, Viet Nam
| | - Thanh Ha Le
- Faculty of Information Technology, VNU University of Engineering and Technology, Ha Noi, Viet Nam
| | - Thi Duyen Ngo
- Faculty of Information Technology, VNU University of Engineering and Technology, Ha Noi, Viet Nam
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Ma G, Eng AE, Chiang SK, Hao F, McIntyre RS, Zhou D, Yang Y, Ho RC, Yam KC. A comparative diagnostic study using clinical and multimodal assessment, including functional neuroimaging and oculomotricity tools, to differentiate ADHD in young patients from healthy control group. Psychiatry Clin Neurosci 2025; 79:165-175. [PMID: 39901842 DOI: 10.1111/pcn.13788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 01/02/2025] [Accepted: 01/11/2025] [Indexed: 02/05/2025]
Abstract
AIM Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder that may persist into adulthood, with no established objective diagnostic tool yet. This study aims to propose a multimodal objective assessment tool involving clinical assessments, functional neuroimaging, and oculomotricity measurement for ADHD in young adults. METHODS Seventy-one medication-naïve patients and 71 healthy controls (HCs) aged 18 to 28 underwent clinical interviews, Conners' Adult ADHD Rating Scale (CAARS) questionnaire, functional near-infrared spectroscopy (fNIRS), oculomotricity task, and Conners' Continuous Performance Task (CPT) 3rd edition. Student's t-tests with Bonferroni's correction were performed to compare the performance between groups, and logistic regression was used for classification. RESULTS ADHD patients had significantly lower frontal hemodynamic response during verbal fluency task (VFT) (P = 0.0003), more anticipatory eye movements during overlap task (P = 0.0006), higher latency (P < 0.0001), anticipatory (P < 0.0001), and errors (P < 0.0001) during anti-saccade task, as well as higher commission errors (P < 0.0001) and standard deviation in hit reaction time (HRT) (P = 0.0018). The multivariate logistic regression model featuring these seven parameters from the three objective tests (fNIRS-VFT, oculomotricity, and CPT) yielded an area under the receiver operating characteristic curve (AUC) value of 0.892 (95% confidence interval (CI): 0.840-0.944), with sensitivity and specificity of 80.28% and 84.51%, respectively. CONCLUSION This multimodal assessment offered an accurate diagnostic tool for ADHD in young adults and laid the foundation for future machine-learning approaches.
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Affiliation(s)
- Guocan Ma
- School of Medicine, Tsinghua Medicine, Tsinghua University, Beijing, People's Republic of China
- Division of Functional Near Infrared Stectroscopy, Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore
| | - Alexander E Eng
- Department of Organizational Behaivior, Asia School of Business, Kuala Lumpur, Malaysia
| | - Soon-Kiat Chiang
- Division of Functional Near Infrared Stectroscopy, Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Fengyi Hao
- Division of Functional Near Infrared Stectroscopy, Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore
- Department of Sleep Medicine, Mental Health Center, West China Hospital of Sichuan University, Chengdu, China
| | - Roger S McIntyre
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Dewen Zhou
- Cognitive and Developmental Psychology Laboratory, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
| | - Ying Yang
- The Medical Department, Chengdu Second People's Hospital, Chengdu, China
| | - Roger C Ho
- Division of Functional Near Infrared Stectroscopy, Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore
- Division of Life Science (LIFS), Hong Kong University of Science and Technology (HKUST), Clear Water Bay, Hong Kong
| | - Kai Chi Yam
- Department of Management and Organization, NUS Business School, National University of Singapore, Singapore
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Caldani S, Acquaviva E, Moscoso A, Landman B, Michel A, Delorme R, Bucci MP. Motor Capabilities in Children with ADHD Are Improved after Brief Visuopostural Training. Neurol Int 2023; 15:792-803. [PMID: 37489356 PMCID: PMC10366723 DOI: 10.3390/neurolint15030050] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/21/2023] [Accepted: 06/23/2023] [Indexed: 07/26/2023] Open
Abstract
Children with ADHD show poor motor control. The aim of the present study was to test whether children with ADHD improved their motor performances (oculomotor as well as posture) after a short visuopostural training period. Two groups (G1 trained and G2 non-trained), each comprising 15 children with ADHD matched in IQ (intelligence quotient), sex, and age, participated in the study. Eye movements and postural sway were measured before (T1) and after (T2) 10 min of visuopostural training for the trained group and after 10 min of resting for the non-trained group. Training consisted of a visual search task performed while the child was standing on an unstable platform. At T1, oculomotor and postural abilities were statistically similar for both groups of children with ADHD (trained and non-trained). At T2, significant improvements in both oculomotor and postural capabilities were observed for the trained group but not for the non-trained group. These findings suggest that a short visuopostural training period could help children with ADHD to learn how to focus their visual attention in order to improve motor performance. Visuopostural training could allow a better integration of sensory inputs via central mechanisms, leading to improvement in both oculomotor and postural control. Further studies on a larger number of children with ADHD will be needed to confirm these findings and explore the eventual possible persistence of the training effect.
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Affiliation(s)
- Simona Caldani
- MoDyCo, UMR 7114 CNRS Université Paris Nanterre, 92001 Nanterre, France
- Centre for the Functional Exploration of Balance in Children (EFEE), Robert Debré Hospital, 75019 Paris, France
| | - Eric Acquaviva
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France
| | - Ana Moscoso
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France
| | - Benjamin Landman
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France
| | - Alexandre Michel
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France
| | - Richard Delorme
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, 75019 Paris, France
- Paris University, 75005 Paris, France
- Human Genetics and Cognitive Functions, Institut Pasteur, 75015 Paris, France
| | - Maria Pia Bucci
- MoDyCo, UMR 7114 CNRS Université Paris Nanterre, 92001 Nanterre, France
- Centre for the Functional Exploration of Balance in Children (EFEE), Robert Debré Hospital, 75019 Paris, France
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Caldani S, Acquaviva E, Moscoso A, Peyre H, Delorme R, Bucci MP. Reading performance in children with ADHD: an eye-tracking study. ANNALS OF DYSLEXIA 2022; 72:552-565. [PMID: 35920972 DOI: 10.1007/s11881-022-00269-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 07/20/2022] [Indexed: 06/15/2023]
Abstract
Reading disabilities have a profound impact on the academic performance and achievement of children. Although oculomotor pattern abnormalities during reading in children with dyslexia are well known, those in individuals with attention deficit and hyperactive disorders (ADHD) - who also frequently exhibit a reading impairment - remain largely undetermined. The objective of the present study was to evaluate the peculiarities of oculomotor pattern abnormalities during a reading task. An eye-tracker was used to record eye movements in four distinct groups of children with neurodevelopmental disorders: children with dyslexia, children with ADHD with and without comorbid dyslexia, and in a group of typically developing children (TD). Ninety-six children participated in the study (24 children per group, IQ- and age-matched groups). The duration of fixation, the total reading time, and the number of forward and backward saccades were similar in children with dyslexia and ADHD + dyslexia, but were significantly different from those observed in children with ADHD and with TD. Our findings suggest a link between dyslexia and oculomotor reading impairments in both children with dyslexia and children with ADHD + dyslexia, indicating that the oculomotor pattern in children with ADHD without comorbid dyslexia is similar to that observed in TD children. We suggest that an objective eye movement recording during a reading task could help clinicians to better evaluate the possible presence of comorbid dyslexia in children with ADHD. Furthermore, children with ADHD with and without comorbid dyslexia could also have working memory deficiencies. Further studies are needed to confirm this finding.
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Affiliation(s)
- Simona Caldani
- UMR 7114, MoDyCo, CNRS Université Paris Nanterre, 92001, Nanterre, France
- Centre for the Functional Exploration of Balance in Children (EFEE), Robert Debré Hospital, Paris, France
| | - Eric Acquaviva
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, Paris, France
| | - Ana Moscoso
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, Paris, France
| | - Hugo Peyre
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, Paris, France
- Paris University, Paris, France
| | - Richard Delorme
- Child and Adolescent Psychiatry Department, Robert Debré Hospital, Paris, France
- Paris University, Paris, France
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
| | - Maria Pia Bucci
- UMR 7114, MoDyCo, CNRS Université Paris Nanterre, 92001, Nanterre, France.
- Centre for the Functional Exploration of Balance in Children (EFEE), Robert Debré Hospital, Paris, France.
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Chen Z, Li Y, Zhang Y, Zhang Z, Wang J, Deng X, Liu C, Chen N, Jiang C, Li W, Song B. Analysis of Visual Risk Factors of Anterior Cruciate Ligament Injury of Knee Joint. J Clin Med 2022; 11:jcm11195602. [PMID: 36233483 PMCID: PMC9573435 DOI: 10.3390/jcm11195602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 09/14/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022] Open
Abstract
This study aimed to explore whether the defect of visual function is a risk factor of knee anterior cruciate ligament (ACL) sports injury and to provide a theoretical basis for the primary prevention of ACL sports injury. This cross-sectional study included 392 participants divided into two groups: the sports injury group (287 with sports injury of knee) and the control group (105 healthy volunteers). Participants in the sports injury group were further divided into the ACL-Intact group (133) and the ACL-Deficient group (154). Participants in the sports injury group received a questionnaire about the conditions of their injury (including injury action, site condition, weather, contact) and a visual examination by synoptophore (including binocular vision, subjective and objective oblique angle, visual fusion range, stereoacuity). Participants in the control group only received the visual examination. In the end, we found that low visual fusion range (p = 0.003) and injury action, especially quick turn (p = 0.001), sudden stop (p < 0.001) and jump (p = 0.001), are the major risk factors for ACL injury in the analysis of the integrated data. In addition, athletes with low vision fusion range have increased risk of ACL sports injury when they make a sudden stop on wooden floor, plastic floor or cement floor on cloudy days (OR = 13.208). Visual factors, especially low fusion range, significantly increase the risk of ACL sports injury.
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Affiliation(s)
- Zhong Chen
- Department of Sports Medicine, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
| | - Yuheng Li
- Department of Trauma Orthopedics, Chongqing Ninth People’s Hospital, Chongqing 400700, China
| | - Yichi Zhang
- Department of Ophthalmology, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
| | - Zhengzheng Zhang
- Department of Sports Medicine, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
| | - Jingsong Wang
- Department of Sports Medicine, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
| | - Xinghao Deng
- Department of Sports Medicine, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
| | - Chengxiao Liu
- Department of Sports Medicine, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
| | - Na Chen
- Clinical Research Center, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
| | - Chuan Jiang
- Department of Sports Medicine, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
| | - Weiping Li
- Department of Sports Medicine, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
- Correspondence: (W.L.); (B.S.); Tel.: +86-020-81332496 (W.L.); +86-020-81332496 (B.S.)
| | - Bin Song
- Department of Sports Medicine, Sun Yat-sen Memorial Hospital, No.107 on Yanjiang Road West, Guangzhou 510120, China
- Correspondence: (W.L.); (B.S.); Tel.: +86-020-81332496 (W.L.); +86-020-81332496 (B.S.)
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Poltavski D, Biberdorf D, Praus Poltavski C. Which Comes First in Sports Vision Training: The Software or the Hardware Update? Utility of Electrophysiological Measures in Monitoring Specialized Visual Training in Youth Athletes. Front Hum Neurosci 2021; 15:732303. [PMID: 34690722 PMCID: PMC8527177 DOI: 10.3389/fnhum.2021.732303] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 09/06/2021] [Indexed: 11/13/2022] Open
Abstract
In the present study we combined popular methods of sports vision training (SVT) with traditional oculomotor protocols of Optometric Vision Therapy (OVT) and electrophysiological indexes of EEG and VEP activity to monitor training progress and changes in performance of youth ice hockey players without the history of concussion. We hypothesized that administration of OVT protocols before SVT training may result in larger performance improvements compared to the reverse order due to the initial strengthening of visual hardware capable of handling greater demands during training of visuomotor integration and information processing skills (visual software). In a cross-over design 53 youth ice hockey players (ages 13-18) were randomly assigned to one of the two training groups. Group one (hardware-software group) completed 5 weeks of oculomotor training first followed by 5 weeks of software training. For group 2 (software-hardware) the order of procedures were reversed. After 10 weeks of training both groups significantly improved their performance on all but one measure of the Nike/Senaptec Sensory station measures. Additionally, the software-hardware training order resulted in significantly lower frontal theta-to-gamma amplitude ratios on the Nike/Senaptec test of Near-Far Quickness as well as in faster P100 latencies. Both training orders also resulted in significant decreases in post-treatment P100 amplitude to transient VEP stimuli as well as decreased theta-gamma ratios for perception span, Go/No-Go and Hand Reaction time. The observed changes in the electrophysiological indexes in the present study are thought to reflect greater efficiency in visual information processing and cognitive resource allocation following 10 weeks of visual training. There is also some evidence of the greater effectiveness of the software-hardware training order possibly due to the improved preparedness of the oculomotor system in the youth athletes for administration of targeted protocols of the Optometric Vision Therapy.
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Affiliation(s)
- Dmitri Poltavski
- Department of Psychology, University of North Dakota, Grand Forks, ND, United States
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