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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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12/18/2020
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders
Researchers require timely access to real-world longitudinal electronic ...
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07/10/2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision
Deep generative models have enabled the automated synthesis of high-qual...
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02/26/2020
CLARA: Clinical Report Auto-completion
Generating clinical reports from raw recordings such as X-rays and elect...
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11/26/2019
CONAN: Complementary Pattern Augmentation for Rare Disease Detection
Rare diseases affect hundreds of millions of people worldwide but are ha...
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11/23/2019
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment
Massive electronic health records (EHRs) enable the success of learning ...
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07/23/2018
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data
With the improvement of medical data capturing, vast amount of continuou...
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03/26/2018
HAMLET: Interpretable Human And Machine co-LEarning Technique
Efficient label acquisition processes are key to obtaining robust classi...
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03/19/2017