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Medopads work involves monitoring patients via a smartphone app and wearable devices. It then uses a machine learning system to spot patterns in the data rather than trying to identify them by human analysis. In its offices we found one of its staff being filmed as he rapidly opened and closed his fingers stiffness in these kind of movements is one of the symptoms of Parkinsons.