Subgroup discovery of Parkinson's Disease by utilizing a multi-modal smart device system. (arXiv:2205.05961v1 [cs.LG])

In recent years, sensors from smart consumer devices have shown great
diagnostic potential in movement disorders. In this context, data modalities
such as electronic questionnaires, hand movement and voice captures have
successfully captured biomarkers and allowed discrimination between Parkinson's
disease (PD) and healthy controls (HC) or differential diagnosis (DD). However,
to the best of our knowledge, a comprehensive evaluation of assessments with a
multi-modal smart device system has still been lacking. In a prospective study
exploring PD, we used smartwatches …

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