19 results on '"Maarten De Vos"'
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2. Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks.
3. A Deep Learning Framework for the Remote Detection of Parkinson'S Disease Using Smart-Phone Sensor Data.
4. A Bayesian parametric model for quantifying brain maturation from sleep-EEG in the vulnerable newborn baby.
5. Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks.
6. DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification.
7. Automating the Detection of REM Sleep Behaviour Disorder.
8. Improved neonatal seizure detection using adaptive learning.
9. Classifying the auditory P300 using mobile EEG recordings without calibration phase.
10. Improvement of an automated neonatal seizure detector using a post-processing technique.
11. Data-driven metric representing the maturation of preterm EEG.
12. Automatic selection of epileptic independent fMRI components.
13. The quest for single trial correlations in multimodal EEG-fMRI data.
14. Comparison of correlation analysis and JointICA for simultaneous EEG-fMRI recordings on contour integration task.
15. Sparse reconstruction of correlated multichannel activity.
16. Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy.
17. Multi-sparse signal recovery for compressive sensing.
18. Independent component analysis as a preprocessing step for data compression of neonatal EEG.
19. Automated way to obtain motor units' signatures and estimate their firing patterns during voluntary contractions using HD-sEMG.
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