Yogatheesan Varatharajah
Yogatheesan Varatharajah
The University of Illinois at Urbana Champaign
Dirección de correo verificada de illinois.edu - Página principal
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Integrating artificial intelligence with real-time intracranial EEG monitoring to automate interictal identification of seizure onset zones in focal epilepsy
Y Varatharajah, B Berry, J Cimbalnik, V Kremen, J Van Gompel, M Stead, ...
Journal of neural engineering 15 (4), 046035, 2018
232018
Seizure forecasting and the preictal state in canine epilepsy
Y Varatharajah, RK Iyer, BM Berry, GA Worrell, BH Brinkmann
International journal of neural systems 27 (01), 1650046, 2017
232017
Deep-learning for seizure forecasting in canines with epilepsy
P Nejedly, V Kremen, V Sladky, M Nasseri, H Guragain, P Klimes, ...
Journal of neural engineering 16 (3), 036031, 2019
122019
Predicting short-term MCI-to-AD progression using imaging, CSF, genetic factors, cognitive resilience, and demographics
Y Varatharajah, VK Ramanan, R Iyer, P Vemuri
Scientific reports 9 (1), 1-15, 2019
122019
Visually validated semi-automatic high-frequency oscillation detection aides the delineation of epileptogenic regions during intra-operative electrocorticography
SA Weiss, B Berry, I Chervoneva, Z Waldman, J Guba, M Bower, ...
Clinical Neurophysiology 129 (10), 2089-2098, 2018
122018
EEG-GRAPH: A factor-graph-based model for capturing spatial, temporal, and observational relationships in electroencephalograms
Y Varatharajah, MJ Chong, K Saboo, B Berry, B Brinkmann, G Worrell, ...
Proceedings of the 31st International Conference on Neural Information …, 2017
112017
Body area sensor network for evaluating fitness exercise
Y Varatharajah, N Karunathilaka, M Rismi, S Kotinkaduwa, D Dias
6th Joint IFIP Wireless and Mobile Networking Conference (WMNC), 1-8, 2013
82013
A Contextual-bandit-based approach for informed decision-making in clinical trials
Y Varatharajah, B Berry, S Koyejo, R Iyer
arXiv preprint arXiv:1809.00258, 2018
62018
Inter-ictal seizure onset zone localization using unsupervised clustering and bayesian filtering
Y Varatharajah, BM Berry, ZT Kalbarczyk, BH Brinkmann, GA Worrell, ...
2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 533-539, 2017
52017
Predicting brain age using structural neuroimaging and deep learning
Y Varatharajah, S Baradwaj, A Kiraly, D Ardila, R Iyer, S Shetty, K Kohlhoff
bioRxiv, 497925, 2018
22018
A Dynamic Human-in-the-loop Recommender System for Evidence-based Clinical Staging of COVID-19
Y Varatharajah, H Chen, A Trotter, R Iyer
Proceedings of the 5th International Workshop on Health Recommender Systems …, 2020
12020
Electrophysiological Correlates of Brain Health Help Diagnose Epilepsy and Lateralize Seizure Focus
Y Varatharajah, B Berry, B Joseph, I Balzekas, V Kremen, B Brinkmann, ...
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
12020
A Retrospective Longitudinal Study of COVID-19 as Seen by a Large Urban Hospital in Chicago
H Chen, Y Varatharajah, SAS de Ramirez, P Arnold, C Frankenberger, ...
medRxiv, 2020
12020
Unsupervised machine-learning classification of electrophysiologically active electrodes during human cognitive task performance
KV Saboo, Y Varatharajah, BM Berry, V Kremen, MR Sperling, KA Davis, ...
Scientific reports 9 (1), 1-14, 2019
12019
A joint model for predicting structural and functional brain health in elderly individuals
Y Varatharajah, K Saboo, R Iyer, S Przybelski, C Schwarz, R Petersen, ...
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
12019
EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network
N Wagh, Y Varatharajah
Proceedings of the Machine Learning for Health NeurIPS Workshop 136, 367-378, 2020
2020
Seizure onset zone localization
BM Berry, GC Sieck, GA Worrell, BH Brinkmann, Y Varatharajah, ...
US Patent App. 16/616,771, 2020
2020
Predicting Longitudinal Cognitive Scores Using Baseline Imaging and Clinical Variables
K Saboo, C Hu, Y Varatharajah, P Vemuri, R Iyer
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1326-1330, 2020
2020
P4‐303: DISCOVERING SOURCES OF VARIABILITY IN AMYLOID DEPOSITION USING DATA‐DRIVEN ANALYSES
Y Varatharajah, VJ Lowe, SA Przybelski, CG Schwarz, ML Senjem, ...
Alzheimer's & Dementia 15, P1406-P1407, 2019
2019
A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection
KV Saboo, Y Varatharajah, BM Berry, MR Sperling, R Gorniak, KA Davis, ...
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 323-327, 2019
2019
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Artículos 1–20