Seguir
Yogatheesan Varatharajah
Yogatheesan Varatharajah
Dirección de correo verificada de umn.edu - Página principal
Título
Citado por
Citado por
Año
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
852019
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), 2235, 2019
732019
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
642018
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
612020
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
592017
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
432018
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, ...
Advances in neural information processing systems 30, 2017
252017
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), 17390, 2019
232019
Domain-guided self-supervision of eeg data improves downstream classification performance and generalizability
N Wagh, J Wei, S Rawal, B Berry, L Barnard, B Brinkmann, G Worrell, ...
Machine Learning for Health, 130-142, 2021
202021
A contextual-bandit-based approach for informed decision-making in clinical trials
Y Varatharajah, B Berry
Life 12 (8), 1277, 2022
182022
Characterizing the electrophysiological abnormalities in visually reviewed normal EEGs of drug-resistant focal epilepsy patients
Y Varatharajah, B Berry, B Joseph, I Balzekas, T Pal Attia, V Kremen, ...
Brain Communications 3 (2), fcab102, 2021
142021
Quantitative analysis of visually reviewed normal scalp EEG predicts seizure freedom following anterior temporal lobectomy
Y Varatharajah, B Joseph, B Brinkmann, M Morita‐Sherman, Z Fitzgerald, ...
Epilepsia 63 (7), 1630-1642, 2022
132022
Deep learning identifies brain structures that predict cognition and explain heterogeneity in cognitive aging
KV Saboo, C Hu, Y Varatharajah, SA Przybelski, RI Reid, CG Schwarz, ...
NeuroImage 251, 119020, 2022
102022
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
102017
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
92013
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
82020
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
72018
Leveraging electrophysiologic correlates of word encoding to map seizure onset zone in focal epilepsy: Task‐dependent changes in epileptiform activity, spectral features, and …
KV Saboo, I Balzekas, V Kremen, Y Varatharajah, M Kucewicz, RK Iyer, ...
Epilepsia 62 (11), 2627-2639, 2021
62021
SCORE-IT: A Machine Learning-based Tool for Automatic Standardization of EEG Reports
S Rawal, Y Varatharajah
Machine Learning for Healthcare, 2021
6*2021
A Dynamic Human-in-the-loop Recommender System for Evidence-based Clinical Staging of COVID-19.
Y Varatharajah, H Chen, A Trotter, RK Iyer
HealthRecSys@ RecSys, 21-22, 2020
62020
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20