Mobile and Watches

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    Motion and Voice in Diseases

    Accelerometers and gyrometers in every watch and cell phone provides a natural route to monitor disease severity related to motion, such as Parkinson's Disease, ataxia, pain, etc. Voices provide information for diseases related to vocal function. Our algorithms assist disease monitoring in patients and early detection in general population.

  • Polysomnography

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    Sleep Monitoring

    Our deep learning models assist sleep monitoring, apnea and arousal monitoring.

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    Heart and neurological diseases

    We predict and classify heart and neurological diseases with ECG and EEG records.