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Markerless Video-Based Gait Analysis for Motor Phenotyping in Individuals with Schizophrenia Using Interpretable Machine Learning

2026-07-07

Abstract excerpt

<h4>Background: </h4> /Objectives: Motor abnormalities are frequently observed in schizophrenia, but accessible methods for objective gait quantification remain limited. This exploratory controlled-setting study examined whether markerless smartphone-based video analysis combined with interpretable machine learning could quantify gait-related motor phenotypes in individuals with schizophrenia. <h4>Methods:</h4> Ga...

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Literature Corpus work
f36d6811-ea66-56c9-8118-7493d1b55ad9
DOI
10.20944/preprints202607.0486.v1
Open publication

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Markerless Video-Based Gait Analysis for Motor Phenotyping in Individuals with Schizophrenia Using Interpretable Machine LearningDOI 10.20944/preprints202607.0486.v1
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