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Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification.

, , , , и . IEEE Trans. Biomed. Eng., 66 (5): 1285-1296 (2019)

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Riccardo Andreotti

Sandro Andreotti

Sandro Andreotti

Fernando Rinaldi

Fernando Wiens

 

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Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification., , , , и . IEEE Trans. Biomed. Eng., 66 (5): 1285-1296 (2019)Automating the Detection of REM Sleep Behaviour Disorder., , , , , и . EMBC, стр. 1460-1463. IEEE, (2018)Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG., , , , и . CinC, www.cinc.org, (2017)Monitoring Depression in Bipolar Disorder using Circadian Measures from Smartphone Accelerometers., , , , , и . CoRR, (2020)Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis., , , , , и . CoRR, (2018)Evaluation of Source-wise Missing Data Techniques for the Prediction of Parkinson's Disease Using Smartphones., , и . ICASSP, стр. 3927-3930. IEEE, (2019)Deep Semi-Supervised Embedded Clustering (DSEC) for Stratification of Heart Failure Patients., , , , , , , , и . CoRR, (2020)SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging., , , , и . CoRR, (2018)Assessment of source separation techniques to extract vital parameters from videos., , , , , , , и . EUSIPCO, стр. 434-438. IEEE, (2015)Maternal Signal Estimation by Kalman Filtering and Template Adaptation for Fetal Heart Rate Extraction., , , , , , и . CinC, стр. 193-196. www.cinc.org, (2013)