Birs- 20w5109: Use of Wearable and Implantable Devices in Health Research
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Title: Joint and Individual Representation of Domains of Sleep, Physical Activity, and Circadian Rhythmicity: Multilevel Perspective
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Title: Missing Data in Accelerometry: Challenges and Considerations
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Title: Functional data methods for accelerometer data
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Title: Policy Learning with high dimensional actions
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Title: How to apply modern harmonic analysis to study high frequency physiological time series?
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Title: Applications of Wearable Devices in Personalized Healthcare
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Title: Using Scores to Predict Health Outcomes in Epidemiological Studies
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Title: Using Wearables to Think Beyond MVPA
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Title: Can we "open" the black box and convince health researchers to use machine learning?
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Title: Registration of 24-hour accelerometer profiles with application to human chronotypes
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Title: Experimental design for reinforcement learning problems
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Title: Practical Bayesian Deep Learning
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Title: Sensor Hardware and New Opportunities for Data Analysis
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Title: Developing Digital Tools to Monitor and Support Mental Health
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Title: Introduction to a new high resolution calibration dataset: free living people, accelerometry, and direct observation
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Title: Modeling Densely Sampled Activity Data Derived from Wearable Sensors: Opportunities and Challenges
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Title: Open-source digital biomarker development
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