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 | 42 | 2021 |
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 | 31 | 2021 |
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 | 17 | 2023 |
Transformer convolutional neural networks for automated artifact detection in scalp EEG WY Peh, Y Yao, J Dauwels 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 16 | 2022 |
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 | 14 | 2021 |
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 | 12 | 2022 |
Five-institution study of automated classification of pathological slowing from adult scalp electroencephalograms WY Peh, J Thomas, E Bagheri, R Chaudhari, S Karia, R Rathakrishnan, ... arXiv preprint arXiv:2009.13554, 2020 | 2 | 2020 |
Multi-center assessment of CNN-transformer with belief matching loss for patient-independent seizure detection in scalp and intracranial EEG WY Peh, P Thangavel, Y Yao, J Thomas, YL Tan, J Dauwels | 1 | 2022 |
Detection of slowing patterns in eeg data J Dauwels, WY Peh, J Thomas, M Birnbaum US Patent App. 17/905,994, 2023 | | 2023 |
Deep learning methods for diagnosis of epilepsy from electroencephalograms WY Peh Nanyang Technological University, 2022 | | 2022 |
Detection of Slowing Patterns in EEG Data J Dauwels, WY Peh, J Thomas, M Birnbaum WO Patent WO-2021183048-A1, 2021 | | 2021 |