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03/09/2022
Why Interpretable Causal Inference is Important for High-Stakes Decision Making for Critically Ill Patients and How To Do It
Many fundamental problems affecting the care of critically ill patients ...
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02/24/2021
Sleep Apnea and Respiratory Anomaly Detection from a Wearable Band and Oxygen Saturation
Objective: Sleep related respiratory abnormalities are typically detecte...
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01/12/2021
Automated Respiratory Event Detection Using Deep Neural Networks
The gold standard to assess respiration during sleep is polysomnography;...
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11/12/2020
Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning
Dementia is under-recognized in the community, under-diagnosed by health...
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06/21/2020
Clinically Relevant Mediation Analysis using Controlled Indirect Effect
Mediation analysis allows one to use observational data to estimate the ...
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03/26/2018