Suivre
Prasanth Thangavel
Prasanth Thangavel
Senior Data Scientist @ Grab
Adresse e-mail validée de e.ntu.edu.sg
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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
652020
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
532020
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
262021
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
252020
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
122023
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
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
Machine learning algorithms for diagnosis of epilepsy from EEG
P Thangavel
Nanyang Technological University, 2022
2022
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