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12/24/2020
Deep Semi-Supervised Embedded Clustering (DSEC) for Stratification of Heart Failure Patients
Determining phenotypes of diseases can have considerable benefits for in...
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07/16/2020
Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units
In this work, we propose a multi-task recurrent neural network with atte...
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07/04/2020
Monitoring Depression in Bipolar Disorder using Circadian Measures from Smartphone Accelerometers
Current management of bipolar disorder relies on self-reported questionn...
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05/18/2020
Remote health monitoring in the time of COVID-19
Coronavirus disease (COVID-19) is caused by the severe acute respiratory...
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11/12/2018
Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis
Evidence suggests Rapid-Eye-Movement (REM) Sleep Behaviour Disorder (RBD...
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09/28/2018
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
Automatic sleep staging has been often treated as a simple classificatio...
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05/16/2018