| From unsupervised to semi-supervised adversarial domain adaptation in electroencephalography-based sleep staging ERM Heremans, H Phan, P Borzée, B Buyse, D Testelmans, M De Vos Journal of Neural Engineering 19 (3), 036044, 2022 | 23 | 2022 |
| L-SeqSleepNet: Whole-cycle long sequence modelling for automatic sleep staging H Phan, KP Lorenzen, E Heremans, OY Chén, MC Tran, P Koch, ... IEEE Journal of Biomedical and Health Informatics, 2023 | 21 | 2023 |
| Feature matching as improved transfer learning technique for wearable EEG ERM Heremans, H Phan, AH Ansari, P Borzée, B Buyse, D Testelmans, ... Biomedical Signal Processing and Control 78, 104009, 2022 | 12 | 2022 |
| Maturation of the autonomic nervous system in premature infants: estimating development based on heart-rate variability analysis M Lavanga, E Heremans, J Moeyersons, B Bollen, K Jansen, E Ortibus, ... Frontiers in Physiology 11, 581250, 2021 | 12 | 2021 |
| Automatic quiet sleep detection based on multifractality in preterm neonates: Effects of maturation M Lavanga, O De Wel, A Caicedo, E Heremans, K Jansen, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 12 | 2017 |
| Acoustic stimulation as a promising technique to enhance slow-wave sleep in Alzheimer’s disease: results of a pilot study L Van den Bulcke, AM Peeters, E Heremans, H Davidoff, P Borzée, ... Journal of Clinical Sleep Medicine 19 (12), 2107-2112, 2023 | 10 | 2023 |
| Artificial neural network-based automatic detection of food intake for neuromodulation in treating obesity and diabetes ERM Heremans, AS Chen, X Wang, J Cheng, F Xu, AE Martinez, ... Obesity Surgery 30, 2547-2557, 2020 | 8 | 2020 |
| Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging ERM Heremans, T Osselaer, N Seeuws, H Phan, D Testelmans, ... 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 3 | 2022 |
| U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging ERM Heremans, N Seedat, B Buyse, D Testelmans, M van der Schaar, ... Computers in Biology and Medicine 171, 108205, 2024 | 2 | 2024 |
| Automatic sleep staging and detection of sleep disorders through wearable EEG monitoring devices E Heremans, A Devulder, B Buyse, D Testelmans, W Van Paesschen, ... Sleep Medicine 115, S231-S232, 2024 | 1 | 2024 |
| Improving automatic sleep staging via temporal smoothness regularization H Phan, E Heremans, OY Chén, P Koch, A Mertins, M De Vos ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| Acoustic stimulation to improve slow-wave sleep in Alzheimer's disease: a multiple night at-home intervention L Van den Bulcke, H Davidoff, E Heremans, Y Potts, K Vansteelandt, ... The American Journal of Geriatric Psychiatry, 2024 | | 2024 |
| Automated sleep staging on reduced channels in children with epilepsy R Proost, E Heremans, L Lagae, W Van Paesschen, M De Vos, K Jansen Frontiers in Neurology 15, 1390465, 2024 | | 2024 |
| Automated remote sleep monitoring needs machine learning with uncertainty quantification E Heremans, L Van den Bulcke, N Seedat, A Devulder, P Borzée, ... | | 2023 |
| Personalization of automatic sleep scoring: How best to adapt models to personal domains in wearable EEG K Lorenzen, ERM Heremans, M de Vos, KB Mikkelsen Authorea Preprints, 2023 | | 2023 |
Maarten De VosESAT - Stadius & Department of Development and Regeneration, KU Leuven, Belgium在 kuleuven.be 的电子邮件经过验证
