This paper is in the following e-collection/theme issue:

Artificial Intelligence (2129) Research Instruments, Questionnaires, and Tools (738) New Methods (1134) Diagnostic Tools in Mental Health (326)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/42637, first published .
Combination of Paper and Electronic Trail Making Tests for Automatic Analysis of Cognitive Impairment: Development and Validation Study

Combination of Paper and Electronic Trail Making Tests for Automatic Analysis of Cognitive Impairment: Development and Validation Study

Combination of Paper and Electronic Trail Making Tests for Automatic Analysis of Cognitive Impairment: Development and Validation Study

Authors of this article:

Wei Zhang1 Author Orcid Image ;   Xiaoran Zheng1 Author Orcid Image ;   Zeshen Tang2 Author Orcid Image ;   Haoran Wang2 Author Orcid Image ;   Renren Li1 Author Orcid Image ;   Zengmai Xie1 Author Orcid Image ;   Jiaxin Yan1 Author Orcid Image ;   Xiaochen Zhang1 Author Orcid Image ;   Qing Yu1 Author Orcid Image ;   Fei Wang3 Author Orcid Image ;   Yunxia Li1 Author Orcid Image
Article Authors Cited by (11) Tweetations (3) Metrics

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  2. Li A, Li J, Chai J, Wu W, Chaudhary S, Zhao J, Qiang Y. Detection of Mild Cognitive Impairment Through Hand Motor Function Under Digital Cognitive Test: Mixed Methods Study. JMIR mHealth and uHealth 2024;12:e48777 View
  3. Qi W, Zhu X, He D, Wang B, Cao S, Dong C, Li Y, Chen Y, Wang B, Shi Y, Jiang G, Liu F, Boots L, Li J, Lou X, Yao J, Lu X, Kang J. Mapping Knowledge Landscapes and Emerging Trends in AI for Dementia Biomarkers: Bibliometric and Visualization Analysis. Journal of Medical Internet Research 2024;26:e57830 View
  4. Tang Z, Tang S, Wang H, Li R, Zhang X, Zhang W, Yuan X, Zang Y, Li Y, Zhou T, Li Y. S2VQ-VAE: Semi-Supervised Vector Quantised-Variational AutoEncoder for Automatic Evaluation of Trail Making Test. IEEE Journal of Biomedical and Health Informatics 2024;28(8):4456 View
  5. Ding Z, Chan A. The Shape Trail Test Is Sensitive in Differentiating Older Adults with Mild Cognitive Impairment: A Culture-neutral Five-minute Test. The Journal of Prevention of Alzheimer's Disease 2024;11(4):1166 View
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  7. Cornacchia E, Bonvino A, Scaramuzzi G, Gasparre D, Simeoli R, Marocco D, Taurisano P. Digital Screening for Early Identification of Cognitive Impairment: A Narrative Review. WIREs Cognitive Science 2025;16(4) View
  8. Li H, Yang G, Su Z, Xu B, Hu B, He L. Cognitive assessment in neurodegenerative diseases: A review of interactive methods. Information Fusion 2026;127:103836 View
  9. Bonvino A, Cornacchia E, Scaramuzzi G, Gasparre D, Manippa V, Rivolta D, Taurisano P. Digital Tools for Mild Cognitive Impairment: A Systematic Review and Meta-analysis of Diagnostic Accuracy and Methodological Challenges. Neuropsychology Review 2025 View
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  11. Fan L, Zhao J, Wu Y, Wang F, Wang X, Lin T. Beyond the Clock: Exploring Multimodal Behavior Markers of Mild Cognitive Impairment in Older Adults during Clock Drawing Test. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 2025;9(4):1 View