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Automated Respiratory Event Detection Using Deep Neural Networks
The gold standard to assess respiration during sleep is polysomnography;...
01/12/2021 ∙ by Thijs E Nassi, et al. ∙
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Clinically Relevant Mediation Analysis using Controlled Indirect Effect
Mediation analysis allows one to use observational data to estimate the ...
06/21/2020 ∙ by Haoqi Sun, et al. ∙
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CLARA: Clinical Report Auto-completion
Generating clinical reports from raw recordings such as X-rays and elect...
02/26/2020 ∙ by Siddharth Biswal, et al. ∙
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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...
10/14/2019 ∙ by Irfan Al-Hussaini, et al. ∙
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HAMLET: Interpretable Human And Machine co-LEarning Technique
Efficient label acquisition processes are key to obtaining robust classi...
03/26/2018 ∙ by Olivier Deiss, et al. ∙
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Achievable Rates for Pattern Recognition
Biological and machine pattern recognition systems face a common challen...
09/08/2005 ∙ by M. Brandon Westover, et al. ∙
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