Fernando Andreotti | DeepAI

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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...

7 Oliver Carr, et al. ∙

∙ 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...

0 Fernando Andreotti, et al. ∙

∙ 07/04/2020

Monitoring Depression in Bipolar Disorder using Circadian Measures from Smartphone Accelerometers

Current management of bipolar disorder relies on self-reported questionn...

0 Oliver Carr, et al. ∙

∙ 05/18/2020

Remote health monitoring in the time of COVID-19

Coronavirus disease (COVID-19) is caused by the severe acute respiratory...

0 Joachim A. Behar, et al. ∙

∙ 11/12/2018

Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis

Evidence suggests Rapid-Eye-Movement (REM) Sleep Behaviour Disorder (RBD...

2 Navin Cooray, et al. ∙

∙ 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...

14 Fernando Andreotti, et al. ∙

∙ 05/16/2018

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

Sleep staging plays an important role in assessment and treatment of sle...

0 Fernando Andreotti, et al. ∙

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