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Protection Of Patient Privacy On Mobile Device Machine Learning, Matthew Nguyen
Protection Of Patient Privacy On Mobile Device Machine Learning, Matthew Nguyen
Cybersecurity Undergraduate Research Showcase
An existing StudentLife Study mobile dataset was evaluated and organized to be applied to different machine learning methods. Different variables like user activity, exercise, sleep, study space, social, and stress levels are optimized to train a model that could predict user stress level. The different machine learning methods would test if both patient data privacy and training efficiency can be ensured.