millenials solving healthcares greatest challenges (part two)
TRANSCRIPT
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• Qualitative
• Qualitative
• Subject to human
error
• Qualitative
• Subject to human
error
• Infrequent
Captures
Captures Analyzes
Captures Analyzes Diagnoses
Machine Learning Model
Random Forest Classification
Machine Learning Model
Random Forest Classification
Machine Learning Model
Datestamp
DatestampTimestamps
Datestamp
Hourly Movement Severities
Timestamps
How it all began
How it all began
How it all began
Machine Learning Research
• Feature extraction using signal processing techniques
Parkinson’s Institute
• Summer volunteering
• First prototype testing
• Improved feature engineering and developed iOS application
Prototypes
Campaign
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