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Nonlinear modeling and machine learning methods for environmental epidemiology
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Comparison of Cox regression and machine learning methods for survival analysis of prostate cancer
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Ubiquitous computing for human activity analysis with applications in personalized healthcare
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Multimodality, context and continuous dynamics for recognition and analysis of emotional states, and applications in healthcare
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Learning multi-annotator subjective label embeddings
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Smart monitoring and autonomous situation classification of humans and machines
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Learning to diagnose from electronic health records data
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Learning, adaptation and control to enhance wireless network performance
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Deep learning techniques for supervised pedestrian detection and critically-supervised object detection
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Upper cervical care: a unique approach to healthcare
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Customized data mining objective functions
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Making way for artificial intelligence in cancer care: how doctors, data scientists and patients must adapt to a changing landscape
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Modeling dynamic behaviors in the wild
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Magnetic induction-based wireless body area network and its application toward human motion tracking
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Security and privacy in information processing
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Predicting CPAP adherence by a sleep study: a wavelet-based deep learning approach
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Pattern detection in medical imaging: pathology specific imaging contrast, features, and statistical models
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Sense and sensibility: statistical techniques for human energy expenditure estimation using kinematic sensors
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Knowledge-driven representations of physiological signals: developing measurable indices of non-observable behavior
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Digital landscapes: how the use of transmedia strategies can enrich the interpretive and educative experience of cultural and natural landscapes
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Structure and function in speech production
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Deep generative models for time series counterfactual inference
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Artificial intelligence for low resource communities: Influence maximization in an uncertain world
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Socially assistive and service robotics for older adults: methodologies for motivating exercise and following spatial language instructions in discourse
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Essays on the estimation and inference of heterogeneous treatment effects
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