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Updated: Feb 8, 2026

Digital Handwriting Analysis of Characters in Chinese Patients with Mild Cognitive Impairment
Published on: March 11, 2021
Characterization of the fine motor problems in patients with cognitive dysfunction - A computerized handwriting
Nan-Ying Yu1, Shao-Hsia Chang2
1Department of Physical Therapy, I-Shou University, Kaohsiung, Taiwan.
Computerized analysis of Chinese handwriting reveals significant differences in motor control and accuracy between individuals with Alzheimer's disease (AD) or amnestic mild cognitive impairment (aMCI) and healthy controls.
Area of Science:
- Neurology
- Biomedical Engineering
- Human-Computer Interaction
Background:
- Cognitive impairment, such as Alzheimer's disease (AD) and amnestic mild cognitive impairment (aMCI), often manifests with subtle changes in motor function.
- Assessing these motor changes objectively is crucial for early diagnosis and monitoring disease progression.
Purpose of the Study:
- To introduce a novel technology for evaluating Chinese handwriting accuracy by analyzing stroke movements.
- To assess the feasibility of computerized evaluation for detecting handwriting deterioration linked to cognitive impairment.
Main Methods:
- Recruited participants with AD (n=22), aMCI (n=14), and healthy controls (n=18).
- Utilized graphomotor tasks including drawing lines and writing Chinese characters.
- Analyzed temporal and spatial data to quantify motor coordination and handwriting accuracy.
Main Results:
- Significant differences were observed in task accuracy and movement fluency between the three groups, particularly in fine motor control.
- Individuals with AD and aMCI exhibited lower graphic drawing accuracy and longer pauses during handwriting tasks compared to controls.
- Handwriting accuracy was significantly impaired in both AD and aMCI groups.
Conclusions:
- The developed technology provides an objective measure for assessing cognitive impairment through handwriting analysis.
- Results suggest potential for early detection of AD and aMCI.
- This method can serve as an objective tool for evaluating intervention effectiveness and tracking disease progression.
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