| Deep learning-based classification for brain-computer interfaces J Thomas, T Maszczyk, N Sinha, T Kluge, J Dauwels 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2017 | 107 | 2017 |
| EEG classification via convolutional neural network-based interictal epileptiform event detection J Thomas, L Comoretto, J Jin, J Dauwels, SS Cash, MB Westover 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 76 | 2018 |
| Automated detection of interictal epileptiform discharges from scalp electroencephalograms by convolutional neural networks J Thomas, J Jin, P Thangavel, E Bagheri, R Yuvaraj, J Dauwels, ... International journal of neural systems 30 (11), 2050030, 2020 | 65 | 2020 |
| Diagnostic classification of autism using resting-state fMRI data improves with full correlation functional brain connectivity compared to partial correlation JFA Ronicko, J Thomas, P Thangavel, V Koneru, G Langs, J Dauwels Journal of Neuroscience Methods 345, 108884, 2020 | 52 | 2020 |
| Automated adult epilepsy diagnostic tool based on interictal scalp electroencephalogram characteristics: A six-center study J Thomas, P Thangavel, WY Peh, J Jing, R Yuvaraj, SS Cash, ... International journal of neural systems 31 (05), 2050074, 2021 | 37 | 2021 |
| A deep learning scheme for automatic seizure detection from long-term scalp EEG R Yuvaraj, J Thomas, T Kluge, J Dauwels 2018 52nd Asilomar conference on signals, systems, and computers, 368-372, 2018 | 35 | 2018 |
| Time–frequency decomposition of scalp electroencephalograms improves deep learning-based epilepsy diagnosis P Thangavel, J Thomas, WY Peh, J Jing, R Yuvaraj, SS Cash, ... International journal of neural systems 31 (08), 2150032, 2021 | 25 | 2021 |
| Deep learning for interictal epileptiform spike detection from scalp EEG frequency sub bands T Prasanth, J Thomas, R Yuvaraj, J Jing, SS Cash, R Chaudhari, TY Leng, ... 2020 42nd annual international conference of the IEEE Engineering in …, 2020 | 25 | 2020 |
| A subpopulation of spikes predicts successful epilepsy surgery outcome J Thomas, P Kahane, C Abdallah, T Avigdor, WJEM Zweiphenning, ... Annals of Neurology 93 (3), 522-535, 2023 | 24 | 2023 |
| Comprehensive analysis of feature extraction methods for emotion recognition from multichannel EEG recordings R Yuvaraj, P Thagavel, J Thomas, J Fogarty, F Ali Sensors 23 (2), 915, 2023 | 17 | 2023 |
| Automated epileptiform spike detection via affinity propagation-based template matching J Thomas, J Jin, J Dauwels, SS Cash, MB Westover 2017 39th annual international conference of the IEEE Engineering in …, 2017 | 15 | 2017 |
| Multi-center validation study of automated classification of pathological slowing in adult scalp electroencephalograms via frequency features WY Peh, J Thomas, E Bagheri, R Chaudhari, S Karia, R Rathakrishnan, ... International Journal of Neural Systems 31 (06), 2150016, 2021 | 13 | 2021 |
| Clustering of interictal spikes by dynamic time warping and affinity propagation J Thomas, J Jin, J Dauwels, SS Cash, MB Westover 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 12 | 2016 |
| A comparative study on eeg features for neonatal seizure detection S Abirami, J Thomas, R Yuvaraj, JF Agastinose Ronickom Biomedical Signals Based Computer-Aided Diagnosis for Neurological Disorders …, 2022 | 11 | 2022 |
| Six-center assessment of CNN-Transformer with belief matching loss for patient-independent seizure detection in EEG WY Peh, P Thangavel, Y Yao, J Thomas, YL Tan, J Dauwels International Journal of Neural Systems 33 (03), 2350012, 2023 | 10 | 2023 |
| Improving automated diagnosis of epilepsy from EEGs beyond IEDs P Thangavel, J Thomas, N Sinha, WY Peh, R Yuvaraj, SS Cash, ... Journal of Neural Engineering 19 (6), 066017, 2022 | 10 | 2022 |
| Neurology-as-a-Service for the Developing World T Dharamsi, P Das, T Pedapati, G Bramble, V Muthusamy, H Samulowitz, ... arXiv preprint arXiv:1711.06195, 2017 | 7 | 2017 |
| Spike ripples localize the epileptogenic zone best: an international intracranial study W Shi, D Shaw, KG Walsh, X Han, UT Eden, RM Richardson, SV Gliske, ... Brain, awae037, 2024 | 3 | 2024 |
| The differing effects of sleep on ictal and interictal network dynamics in drug‐resistant epilepsy S Hannan, J Thomas, K Jaber, C El Kosseifi, A Ho, C Abdallah, T Avigdor, ... Annals of Neurology 95 (1), 42-56, 2024 | 3 | 2024 |
| Targeted density electrode placement achieves high concordance with traditional high-density EEG for electrical source imaging in epilepsy A Horrillo-Maysonnial, T Avigdor, C Abdallah, D Mansilla, J Thomas, ... Clinical Neurophysiology 156, 262-271, 2023 | 3 | 2023 |
Justin DauwelsDelft University of TechnologyVerified email at tudelft.nl
