Yogatheesan Varatharajah

发表

EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms

Ravishankar K. Iyer, Benjamin H. Brinkmann, Gregory A. Worrell, 2017, NIPS.

Prediction of canine epilepsy

Yogatheesan Varatharajah, 2015 .

Predicting Longitudinal Cognitive Scores Using Baseline Imaging and Clinical Variables

Yogatheesan Varatharajah, Krishnakant Saboo, Prashanthi Vemuri, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

A Dynamic Human-in-the-loop Recommender System for Evidence-based Clinical Staging of COVID-19

Andrew Trotter, Ravishankar K. Iyer, Yogatheesan Varatharajah, 2020, HealthRecSys@RecSys.

Deep-learning for seizure forecasting in canines with epilepsy

Petr Klimes, Vaclav Kremen, Jan Cimbalnik, 2019, Journal of neural engineering.

Integrating artificial intelligence with real-time intracranial EEG monitoring to automate interictal identification of seizure onset zones in focal epilepsy

Ravishankar K. Iyer, Benjamin H. Brinkmann, Gregory A. Worrell, 2018, Journal of neural engineering.

A Contextual-Bandit-Based Approach for Informed Decision-Making in Clinical Trials pdf

Ravishankar K. Iyer, Oluwasanmi Koyejo, Yogatheesan Varatharajah, 2018, Life.

A Joint Model for Predicting Structural and Functional Brain Health in Elderly Individuals

Prashanthi Vemuri, Yogatheesan Varatharajah, Krishnakant Saboo, 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Inter-ictal Seizure Onset Zone localization using unsupervised clustering and Bayesian Filtering

Ravishankar K. Iyer, Zbigniew T. Kalbarczyk, Benjamin H. Brinkmann, 2017, 2017 8th International IEEE/EMBS Conference on Neural Engineering (NER).

Seizure Forecasting and the Preictal State in Canine Epilepsy

Ravishankar K. Iyer, Benjamin H. Brinkmann, Gregory A. Worrell, 2017, Int. J. Neural Syst..

Unsupervised machine-learning classification of electrophysiologically active electrodes during human cognitive task performance

Ravishankar K. Iyer, Gregory A. Worrell, Robert E. Gross, 2019, Scientific Reports.

Electrophysiological Correlates of Brain Health Help Diagnose Epilepsy and Lateralize Seizure Focus

Vaclav Kremen, Yogatheesan Varatharajah, Brent M. Berry, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

SCORE-IT: A Machine Learning-based Tool for Automatic Standardization of EEG Reports pdf

Yogatheesan Varatharajah, Samarth Rawal, 2021, ArXiv.

Predicting Brain Age Using Structural Neuroimaging and Deep Learning

Shravya Shetty, Yogatheesan Varatharajah, Ravishankar Iyer, 2018, bioRxiv.

Predicting Short-term MCI-to-AD Progression Using Imaging, CSF, Genetic Factors, Cognitive Resilience, and Demographics

Norbert Schuff, Michael W. Weiner, Robert C. Green, 2019, Scientific Reports.