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Peh Wei Yan
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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
372021
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
252021
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
132021
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
122022
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
102023
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
102022
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
22020
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
12022
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
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