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Top 10 Digital Health Disciplines

We believe there are 10 digital health disciplines today in the healthcare ecosystem. Companies with best in class capabilities across this spectrum are in the best position for managing future technological disruption. As an example, we have detailed several novel examples of digital phenotyping & passive digital biomarkers below. This digital discipline provides among the highest value to the healthcare ecosystem in the coming years with ability for population level patient identification, monitoring, adherence, and reoccurrence tracking.

Digital Phenotyping & Passive Digital Biomarkers

Keystroke Signatures

Voice Variant Biomarkers

Keystroke Signatures

  

Keyboard Signatures to track cognition, processing speed, working memory, mood, semantic changes, outcomes, disease progression, diagnosis, treatment efficacy 

Facial Recognition

Voice Variant Biomarkers

Keystroke Signatures


Use of facial recognition to measure facial action units (AU’s) and expressivity for diagnosis and depression reoccurrence

Voice Variant Biomarkers

Voice Variant Biomarkers

Passive Cardio Tracking & Fitness


Use of voice biomarkers for disease reoccurrence monitoring, progression, and diagnosis

Passive Cardio Tracking & Fitness

Digital Phenotyping via Other Mobile Sensors

Passive Cardio Tracking & Fitness

  

Measurement of Heart Rate variability to create anxiety index through passive collection 

Geospacial Analytics

Digital Phenotyping via Other Mobile Sensors

Digital Phenotyping via Other Mobile Sensors

  

Geospacial Analytical models to predict changes in behavior, movement, social stability, and movement

Digital Phenotyping via Other Mobile Sensors

Digital Phenotyping via Other Mobile Sensors

Digital Phenotyping via Other Mobile Sensors

Passive & Active monitoring from >65 sensors to track treatment efficacy, real-time wellness, and outcomes with maximum privacy 

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