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 | 109 | 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 | 84 | 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 | 72 | 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 | 57 | 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 | 42 | 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 | 30 | 2021 |
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 | 29 | 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 | 26 | 2023 |
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 | 26 | 2020 |
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 | 16 | 2017 |
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 | 14 | 2023 |
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 | 14 | 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 | 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 | 13 | 2016 |
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 |
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 | 7 | 2024 |
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 |
Rapid eye movement sleep affects interictal epileptic activity differently in mesiotemporal and neocortical areas A Ho, S Hannan, J Thomas, T Avigdor, C Abdallah, F Dubeau, J Gotman, ... Epilepsia 64 (11), 3036-3048, 2023 | 5 | 2023 |
26th annual computational neuroscience meeting (CNS* 2017): Part 3 AJH Newton, AH Seidenstein, RA McDougal, A Pérez-Cervera, G Huguet, ... BMC Neuroscience 18, 1-82, 2017 | 4 | 2017 |