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Automated Respiratory Event Detection Using Deep Neural Networks
The gold standard to assess respiration during sleep is polysomnography;...
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Clinically Relevant Mediation Analysis using Controlled Indirect Effect
Mediation analysis allows one to use observational data to estimate the ...
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CLARA: Clinical Report Auto-completion
Generating clinical reports from raw recordings such as X-rays and elect...
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SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules
Sleep staging is a crucial task for diagnosing sleep disorders. It is te...
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HAMLET: Interpretable Human And Machine co-LEarning Technique
Efficient label acquisition processes are key to obtaining robust classi...
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Achievable Rates for Pattern Recognition
Biological and machine pattern recognition systems face a common challen...
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M. Brandon Westover
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