| 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 | 244 | 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 | 235 | 2022 |
| Brain networks and their relevance for stroke rehabilitation AG Guggisberg, PJ Koch, FC Hummel, CM Buetefisch Clinical Neurophysiology 130 (7), 1098-1124, 2019 | 207 | 2019 |
| 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 | 167 | 2020 |
| Towards more accurate automatic sleep staging via deep transfer learning H Phan, OY Chén, P Koch, Z Lu, I McLoughlin, A Mertins, M De Vos IEEE Transactions on Biomedical Engineering 68 (6), 1787-1798, 2020 | 155 | 2020 |
| Structural connectivity analyses in motor recovery research after stroke P Koch, R Schulz, FC Hummel Annals of clinical and translational neurology 3 (3), 233-244, 2016 | 128 | 2016 |
| Parietofrontal motor pathways and their association with motor function after stroke R Schulz, P Koch, M Zimerman, M Wessel, M Bönstrup, G Thomalla, ... Brain 138 (7), 1949-1960, 2015 | 116 | 2015 |
| Cortico-cerebellar structural connectivity is related to residual motor output in chronic stroke R Schulz, BM Frey, P Koch, M Zimerman, M Bönstrup, J Feldheim, ... Cerebral Cortex 27 (1), 635-645, 2017 | 94 | 2017 |
| Executive functions in elite athletes–Comparing open-skill and closed-skill sports and considering the role of athletes' past involvement in both sport categories P Koch, B Krenn Psychology of Sport and Exercise 55, 101925, 2021 | 86 | 2021 |
| Audio scene classification with deep recurrent neural networks H Phan, P Koch, F Katzberg, M Maass, R Mazur, A Mertins arXiv preprint arXiv:1703.04770, 2017 | 84 | 2017 |
| Improved audio scene classification based on label-tree embeddings and convolutional neural networks H Phan, L Hertel, M Maass, P Koch, R Mazur, A Mertins IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1278 …, 2017 | 83 | 2017 |
| Economic complexity and growth: Can value-added exports better explain the link? P Koch Economics Letters 198, 109682, 2021 | 69 | 2021 |
| Toward precision medicine: tailoring interventional strategies based on noninvasive brain stimulation for motor recovery after stroke PJ Koch, FC Hummel Current opinion in neurology 30 (4), 388-397, 2017 | 67 | 2017 |
| The structural connectome and motor recovery after stroke: predicting natural recovery PJ Koch, CH Park, G Girard, E Beanato, P Egger, GG Evangelista, J Lee, ... Brain 144 (7), 2107-2119, 2021 | 61 | 2021 |
| Personalized automatic sleep staging with single-night data: a pilot study with Kullback–Leibler divergence regularization H Phan, K Mikkelsen, OY Chén, P Koch, A Mertins, P Kidmose, M De Vos Physiological measurement 41 (6), 064004, 2020 | 49 | 2020 |
| L-SeqSleepNet: Whole-cycle long sequence modeling for automatic sleep staging H Phan, KP Lorenzen, E Heremans, OY Chén, MC Tran, P Koch, ... IEEE Journal of Biomedical and Health Informatics 27 (10), 4748-4757, 2023 | 45 | 2023 |
| Deep transfer learning for single-channel automatic sleep staging with channel mismatch H Phan, OY Chén, P Koch, A Mertins, M De Vos 2019 27th European signal processing conference (EUSIPCO), 1-5, 2019 | 44 | 2019 |
| Cerebellar transcranial alternating current stimulation in the gamma range applied during the acquisition of a novel motor skill MJ Wessel, LR Draaisma, AFW de Boer, C Park, P Maceira-Elvira, ... Scientific reports 10 (1), 11217, 2020 | 42 | 2020 |
| Self-attention generative adversarial network for speech enhancement H Phan, H Le Nguyen, OY Chén, P Koch, NQK Duong, I McLoughlin, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 41 | 2021 |
| Multimodal deep learning C Akkus, L Chu, V Djakovic, S Jauch-Walser, P Koch, G Loss, ... arXiv preprint arXiv:2301.04856, 2023 | 40 | 2023 |
Alfred MertinsUniversity of Lübeckایمیل تأیید شده در uni-luebeck.de
