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Brent M. Berry
Person information
- affiliation: Mayo Clinic, Department of Neurology and Physiology, Rochester, MN, USA
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2020 – today
- 2023
- [c7]Teja Gupta, Neeraj Wagh, Samarth Rawal, Brent M. Berry, Gregory A. Worrell, Yogatheesan Varatharajah:
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology. NER 2023: 1-4 - 2022
- [c6]Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Yogatheesan Varatharajah:
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts. NeurIPS 2022 - [i4]Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry
, Yogatheesan Varatharajah:
Assessing Robustness of EEG Representations under Data-shifts via Latent Space and Uncertainty Analysis. CoRR abs/2209.11233 (2022) - [i3]Teja Gupta, Neeraj Wagh, Samarth Rawal, Brent M. Berry
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology. CoRR abs/2211.13793 (2022) - 2021
- [j4]Michal Lech
Direct Electrical Stimulation of the Human Brain Has Inverse Effects on the Theta and Gamma Neural Activities. IEEE Trans. Biomed. Eng. 68(12): 3701-3712 (2021) - [c5]Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Leland Barnard, Benjamin H. Brinkmann, Gregory A. Worrell, David T. Jones, Yogatheesan Varatharajah:
Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability. ML4H@NeurIPS 2021: 130-142 - 2020
- [c4]Yogatheesan Varatharajah, Brent M. Berry
Electrophysiological Correlates of Brain Health Help Diagnose Epilepsy and Lateralize Seizure Focus. EMBC 2020: 3460-3464
2010 – 2019
- 2019
- [c3]Krishnakant V. Saboo, Yogatheesan Varatharajah, Brent M. Berry
A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection. NER 2019: 323-327 - 2018
- [i2]Yogatheesan Varatharajah, Brent M. Berry, Sanmi Koyejo, Ravishankar K. Iyer:
A Contextual-bandit-based Approach for Informed Decision-making in Clinical Trials. CoRR abs/1809.00258 (2018) - [i1]Yogatheesan Varatharajah, Brent M. Berry, Jan Cimbalnik, Václav Kremen, Jamie Van Gompel, Matt Stead, Benjamin H. Brinkmann, Ravishankar K. Iyer, Gregory A. Worrell:
Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy. CoRR abs/1812.06234 (2018) - 2017
- [j3]Yogatheesan Varatharajah, Ravishankar K. Iyer, Brent M. Berry
Seizure Forecasting and the Preictal State in Canine Epilepsy. Int. J. Neural Syst. 27(1): 1650046:1-1650046:12 (2017) - [j2]James E. Kragel
Similar patterns of neural activity predict memory function during encoding and retrieval. NeuroImage 155: 60-71 (2017) - [c2]Yogatheesan Varatharajah, Brent M. Berry
Inter-ictal Seizure Onset Zone localization using unsupervised clustering and Bayesian Filtering. NER 2017: 533-539 - [c1]Yogatheesan Varatharajah, Min Jin Chong, Krishnakant V. Saboo, Brent M. Berry, Benjamin H. Brinkmann, Gregory A. Worrell, Ravishankar K. Iyer:
EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms. NIPS 2017: 5371-5380 - 2016
- [j1]Michal T. Kucewicz
Combined Single Neuron Unit Activity and Local Field Potential Oscillations in a Human Visual Recognition Memory Task. IEEE Trans. Biomed. Eng. 63(1): 67-75 (2016)
Coauthor Index
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