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Empatica Inc wrist-worn sensor
Digital biomarkers of non-motor symptoms currently available or under development
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Empatica Inc blood volume pulse (bvp) signal
Digital biomarkers of non-motor symptoms currently available or under development
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Digital biomarkers of non-motor symptoms currently available or under development
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Digital biomarkers of non-motor symptoms currently available or under development
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Digital biomarkers of non-motor symptoms currently available or under development

Journal: NPJ Digital Medicine

Article Title: Digital biomarkers for non-motor symptoms in Parkinson’s disease: the state of the art

doi: 10.1038/s41746-024-01144-2

Figure Lengend Snippet: Digital biomarkers of non-motor symptoms currently available or under development

Article Snippet: Anxiety , Accelerometry, blood-volume pulse, skin impedance, skin temperature and heart rate to measure acute psychological stress during physical activity. , Wrist-worn sensor (Empatica E4®) , Early validation study, N = 34 (healthy controls), in several different contexts ranging from rest to exercise. Anxiety measured by State-Trait Anxiety Inventory , Average accuracy of acute psychological stress detection during sedentary state 97.3%, during treadmill running 94.1% and stationary bike 84.5%. 87.2% accuracy in detecting acute psychological stress across all experiments. , More data needed to train the algorithm and testing the performance of deep learning approaches. Accurate representation of daily life by including different activity levels. , Easy to use and wearable long-term, also during physical activity. Multi-sensor integration. , N/A , .

Techniques: Control, Activity Assay, Marker, Software, Standard Deviation, Spectroscopy, Transmission Assay, Comparison, Sampling, Capsules, Muscles, Modification, Battery