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Machine Learning Based Digital Assessment of Mild Cognitive Impairment Using Hand Movements during the Trail Making Test

2026-01-06 neurology Title + abstract only
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One of the objectives of digital neuropsychology is to apply computational methods to improve the accuracy of traditional assessments. We created and evaluated a computerized TMT (cTMT) that preserves its original structure and records high-resolution mouse trajectories. Seventy-four older adults (41 with mild cognitive impairment and 33 healthy controls) completed the cTMT and a standard diagnostic battery. We also developed NeuroTask, a Python library that extracts features from cursor time se...

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