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A Computerized Functional Skills Assessment and Training Program Targeting Technology Based Everyday Functional Skills
Published on: February 13, 2020
Technology and Dementia Preconference
Gustavo E Juantorena1,2, Waleska Berrios3,4,5, Maria Cecilia Fernández5
1Instituo de Ciencias de la Computacion (CONICET-UBA), Ciudad Autonoma de Buenos Aires, Ciudad Autonoma de Buenos Aires, Argentina.
This study used a computerized Trail Making Test with eye and hand tracking to identify differences in Mild Cognitive Impairment (MCI). The digital biomarkers revealed distinct movement patterns in MCI patients, suggesting improved diagnostic potential.
Area of Science:
- Neuroscience
- Digital Health
- Cognitive Science
Background:
- Mild Cognitive Impairment (MCI) presents challenges in early detection using traditional neuropsychological tests.
- Computerized assessments offer potential for more sensitive detection of cognitive deficits.
- Integrating eye and hand tracking provides fine-grained movement data for enhanced analysis.
Purpose of the Study:
- To investigate fine-grained motor and oculomotor differences in individuals with MCI compared to neurotypical controls.
- To explore the utility of a computerized Trail Making Test (c-TMT) with integrated eye and hand tracking as a digital biomarker for MCI.
- To assess the potential of movement dynamics in identifying subtle cognitive impairments.
Main Methods:
- Twenty-nine MCI patients and 28 controls completed a c-TMT with integrated eye (500 Hz) and mouse tracking.
- Participants alternated between TMT-A and TMT-B trials, with stimuli presented on a screen.
- Linear Mixed Models (LMM) analyzed performance metrics (completion percentage, trial time) and eye-tracking data (scanpath length, fixation duration).
Main Results:
- Significant differences were found between MCI patients and controls in completion percentage and trial completion time.
- Scanpath length (number of fixations) showed significant differences based on both trial type and subject group (MCI vs. control).
- Fixation duration and eye-hand coordination metrics did not reveal significant group differences.
Conclusions:
- The developed c-TMT effectively identified significant differences in scanpath length between MCI patients and controls.
- Analysis of combined hand and eye movements, particularly fixation patterns, can reveal subtle alterations in MCI.
- This approach holds promise as a tool in Digital Neuropsychology for more precise cognitive assessment.
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