Maarten De Vos
Orcid: 0000-0002-3482-5145
According to our database1,
Maarten De Vos
authored at least 126 papers
between 2007 and 2024.
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Bibliography
2024
Position Paper From the Digital Twins in Healthcare to the Virtual Human Twin: A Moon-Shot Project for Digital Health Research.
IEEE J. Biomed. Health Informatics, January, 2024
Detecting Epileptic Seizures Using Hand-Crafted and Automatically Constructed EEG Features.
IEEE Trans. Biomed. Eng., January, 2024
Data Min. Knowl. Discov., 2024
Data Min. Knowl. Discov., 2024
2023
IEEE J. Biomed. Health Informatics, October, 2023
IEEE J. Biomed. Health Informatics, July, 2023
IEEE Signal Process. Lett., 2023
Increasing Performance And Sample Efficiency With Model-agnostic Interactive Feature Attributions.
CoRR, 2023
CoRR, 2023
CoRR, 2023
From the digital twins in healthcare to the Virtual Human Twin: a moon-shot project for digital health research.
CoRR, 2023
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities.
CoRR, 2023
CoRR, 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
Using Contrastive Learning to Inject Domain-Knowledge Into Neural Networks for Recognizing Emotions.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Fine-Grained Emotion Recognition Using Brain-Heart Interplay Measurements and eXplainable Convolutional Neural Networks.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Biomed. Signal Process. Control., September, 2022
CMS2-Net: Semi-Supervised Sleep Staging for Diverse Obstructive Sleep Apnea Severity.
IEEE J. Biomed. Health Informatics, 2022
A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels.
IEEE J. Biomed. Health Informatics, 2022
IEEE Trans. Biomed. Eng., 2022
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification.
IEEE Trans. Biomed. Eng., 2022
Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode Configurations.
IEEE Trans. Biomed. Eng., 2022
Performance of Contactless Respiratory Rate Monitoring by Albus HomeTM, an Automated System for Nocturnal Monitoring at Home: A Validation Study.
Sensors, 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Improved Electrode Motion Artefact Denoising in ECG Using Convolutional Neural Networks and a Custom Loss Function.
IEEE Access, 2022
Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography.
Proceedings of the 25th International Conference on Information Fusion, 2022
Proceedings of the Discovery Science - 25th International Conference, 2022
Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation.
IEEE Trans. Signal Process., 2021
Smartphone- and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis During the Two-Minute Walk Test.
IEEE J. Biomed. Health Informatics, 2021
IEEE Trans. Biomed. Eng., 2021
Sensors, 2021
Classification with a Deferral Option and Low-Trust Filtering for Automated Seizure Detection.
Sensors, 2021
Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis.
NeuroImage, 2021
Interpretable Deep Learning for the Remote Characterisation of Ambulation in Multiple Sclerosis using Smartphones.
CoRR, 2021
Multivariate Generative Adversarial Networks and Their Loss Functions for Synthesis of Multichannel ECGs.
IEEE Access, 2021
A non-conformity approach towards post-prostatectomy metastasis estimation using a multicentre prostate cancer database.
Proceedings of the Conformal and Probabilistic Prediction and Applications, 2021
2020
Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones.
IEEE Trans. Biomed. Eng., 2020
Monitoring Depression in Bipolar Disorder using Circadian Measures from Smartphone Accelerometers.
CoRR, 2020
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization.
CoRR, 2020
2019
Multi-Source Ensemble Learning for the Remote Prediction of Parkinson's Disease in the Presence of Source-Wise Missing Data.
IEEE Trans. Biomed. Eng., 2019
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification.
IEEE Trans. Biomed. Eng., 2019
A dynamic system of brain networks revealed by fast transient EEG fluctuations and their fMRI correlates.
NeuroImage, 2019
Int. J. Neural Syst., 2019
Proceedings of the Interspeech 2019, 2019
Evaluation of Source-wise Missing Data Techniques for the Prediction of Parkinson's Disease Using Smartphones.
Proceedings of the IEEE International Conference on Acoustics, 2019
Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data.
IEEE J. Biomed. Health Informatics, 2018
CoRR, 2018
CoRR, 2018
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging.
CoRR, 2018
A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age.
CoRR, 2018
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018
A Deep Learning Framework for the Remote Detection of Parkinson'S Disease Using Smart-Phone Sensor Data.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Bayesian parametric model for quantifying brain maturation from sleep-EEG in the vulnerable newborn baby.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE Trans. Biomed. Eng., 2017
An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation.
Int. J. Neural Syst., 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the Computing in Cardiology, 2017
Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG.
Proceedings of the Computing in Cardiology, 2017
2016
IEEE Trans. Biomed. Eng., 2016
Auditory attention decoding with EEG recordings using noisy acoustic reference signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Fusion of electroencephalography and functional magnetic resonance imaging to explore epileptic network activity.
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Compressed Sensing of Multichannel EEG Signals: The Simultaneous Cosparsity and Low-Rank Optimization.
IEEE Trans. Biomed. Eng., 2015
Lateralization patterns of covert but not overt movements change with age: An EEG neurofeedback study.
NeuroImage, 2015
Real-time EEG feedback during simultaneous EEG-fMRI identifies the cortical signature of motor imagery.
NeuroImage, 2015
Cross-modal reorganization in cochlear implant users: Auditory cortex contributes to visual face processing.
NeuroImage, 2015
A prospective fMRI-based technique for localising the epileptogenic zone in presurgical evaluation of epilepsy.
NeuroImage, 2015
Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization.
CoRR, 2015
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Automated Respiration Detection from Neonatal Video Data.
Proceedings of the ICPRAM 2015, 2015
Smart diagnostic algorithms for automated detection of childhood pneumonia in resource-constrained settings.
Proceedings of the 2015 IEEE Global Humanitarian Technology Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Improvement of an automated neonatal seizure detector using a post-processing technique.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Single Trial Classification for Mobile BCI - A Multiway Kernel Approach.
Proceedings of the BIOSIGNALS 2015, 2015
2014
NeuroImage, 2014
NeuroImage, 2014
Endogenous and Rapid Serial Visual Presentation-induced Alpha Band Oscillations in the Attentional Blink.
J. Cogn. Neurosci., 2014
EURASIP J. Adv. Signal Process., 2014
Proceedings of the ICPRAM 2014, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
IEEE Trans. Biomed. Eng., 2013
Robust Sparse Signal Recovery for Compressed Sensing with Sampling and Dictionary Uncertainties.
CoRR, 2013
Classification of Structured EEG Tensors Using Nuclear Norm Regularization: Improving P300 Classification.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Comparison of correlation analysis and JointICA for simultaneous EEG-fMRI recordings on contour integration task.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Automatic Burst Detection based on Line Length in the Premature EEG.
Proceedings of the BIOSIGNALS 2013, 2013
2012
Signal Process., 2012
Let's face it, from trial to trial: Comparing procedures for N170 single-trial estimation.
NeuroImage, 2012
NeuroImage, 2012
ICA Component Selection Based on Sparse Activelet Reconstruction for fMRI Analysis in Refractory Focal Epilepsy.
Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012
Automated EEG inter-burst interval detection in neonates with mild to moderate postasphyxial encephalopathy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Signal Process., 2011
The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task.
NeuroImage, 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
Independent component analysis as a preprocessing step for data compression of neonatal EEG.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Automated way to obtain motor units' signatures and estimate their firing patterns during voluntary contractions using HD-sEMG.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Improvement and Validation of an Automated Neonatal Seizure Detector.
Proceedings of the BIOSIGNALS 2011, 2011
2010
Source Separation From Single-Channel Recordings by Combining Empirical-Mode Decomposition and Independent Component Analysis.
IEEE Trans. Biomed. Eng., 2010
Erratum to: Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production.
Neuroinformatics, 2010
Neuroinformatics, 2010
Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects.
NeuroImage, 2010
2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
2007
NeuroImage, 2007
Canonical Decomposition of Ictal Scalp EEG and Accurate Source Localisation: Principles and Simulation Study.
Comput. Intell. Neurosci., 2007
Proceedings of the Independent Component Analysis and Signal Separation, 2007