Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal L Wynants, B Van Calster, GS Collins, RD Riley, G Heinze, E Schuit, ... bmj 369, 2020 | 3268 | 2020 |
How about taking a low‐cost, small, and wireless EEG for a walk? S Debener, F Minow, R Emkes, K Gandras, M De Vos Psychophysiology 49 (11), 1617-1621, 2012 | 673 | 2012 |
SeqSleepNet: end-to-end hierarchical recurrent neural network for sequence-to-sequence automatic sleep staging H Phan, F Andreotti, N Cooray, OY Chén, M De Vos IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (3 …, 2019 | 480 | 2019 |
Source separation from single-channel recordings by combining empirical-mode decomposition and independent component analysis B Mijović, M De Vos, I Gligorijević, J Taelman, S Van Huffel IEEE transactions on biomedical engineering 57 (9), 2188-2196, 2010 | 454 | 2010 |
Joint classification and prediction CNN framework for automatic sleep stage classification H Phan, F Andreotti, N Cooray, OY Chén, M De Vos IEEE Transactions on Biomedical Engineering 66 (5), 1285-1296, 2018 | 430 | 2018 |
Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear S Debener, R Emkes, M De Vos, M Bleichner Scientific reports 5 (1), 16743, 2015 | 393 | 2015 |
Towards a truly mobile auditory brain–computer interface: exploring the P300 to take away M De Vos, K Gandras, S Debener International journal of psychophysiology 91 (1), 46-53, 2014 | 239 | 2014 |
Decoding the attended speech stream with multi-channel EEG: implications for online, daily-life applications B Mirkovic, S Debener, M Jaeger, M De Vos Journal of neural engineering 12 (4), 046007, 2015 | 238 | 2015 |
Neonatal seizure detection using deep convolutional neural networks AH Ansari, PJ Cherian, A Caicedo, G Naulaers, M De Vos, S Van Huffel International journal of neural systems 29 (04), 1850011, 2019 | 230 | 2019 |
XSleepNet: Multi-view sequential model for automatic sleep staging H Phan, OY Chén, MC Tran, P Koch, A Mertins, M De Vos IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (9), 5903-5915, 2021 | 225 | 2021 |
Sleeptransformer: Automatic sleep staging with interpretability and uncertainty quantification H Phan, K Mikkelsen, OY Chén, P Koch, A Mertins, M De Vos IEEE Transactions on Biomedical Engineering 69 (8), 2456-2467, 2022 | 206 | 2022 |
Real-time EEG feedback during simultaneous EEG–fMRI identifies the cortical signature of motor imagery C Zich, S Debener, C Kranczioch, MG Bleichner, I Gutberlet, M De Vos Neuroimage 114, 438-447, 2015 | 199 | 2015 |
Comparing feature-based classifiers and convolutional neural networks to detect arrhythmia from short segments of ECG F Andreotti, O Carr, MAF Pimentel, A Mahdi, M De Vos 2017 computing in cardiology (CINC), 1-4, 2017 | 188 | 2017 |
Daily longitudinal self-monitoring of mood variability in bipolar disorder and borderline personality disorder A Tsanas, KEA Saunders, AC Bilderbeck, N Palmius, M Osipov, ... Journal of affective disorders 205, 225-233, 2016 | 186 | 2016 |
Detecting bipolar depression from geographic location data N Palmius, A Tsanas, KEA Saunders, AC Bilderbeck, JR Geddes, ... IEEE Transactions on Biomedical Engineering 64 (8), 1761-1771, 2016 | 181 | 2016 |
Automated neonatal seizure detection mimicking a human observer reading EEG W Deburchgraeve, PJ Cherian, M De Vos, RM Swarte, JH Blok, GH Visser, ... Clinical Neurophysiology 119 (11), 2447-2454, 2008 | 180 | 2008 |
Canonical decomposition of ictal scalp EEG reliably detects the seizure onset zone M De Vos, A Vergult, L De Lathauwer, W De Clercq, S Van Huffel, ... NeuroImage 37 (3), 844-854, 2007 | 173 | 2007 |
P300 speller BCI with a mobile EEG system: comparison to a traditional amplifier M De Vos, M Kroesen, R Emkes, S Debener Journal of neural engineering 11 (3), 036008, 2014 | 168 | 2014 |
Target speaker detection with concealed EEG around the ear B Mirkovic, MG Bleichner, M De Vos, S Debener Frontiers in neuroscience 10, 349, 2016 | 167 | 2016 |
Improving GANs for speech enhancement H Phan, IV McLoughlin, L Pham, OY Chén, P Koch, M De Vos, A Mertins IEEE Signal Processing Letters 27, 1700-1704, 2020 | 160 | 2020 |