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Gregory A. Worrell
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2020 – today
- 2023
- [j21]Kai J. Miller
, Klaus-Robert Müller
, Gabriela Ojeda Valencia, Harvey Huang, Nicholas M. Gregg
, Gregory A. Worrell, Dora Hermes:
Canonical Response Parameterization: Quantifying the structure of responses to single-pulse intracranial electrical brain stimulation. PLoS Comput. Biol. 19(5) (2023) - [c31]Yurui Cao, Krishnakant V. Saboo, Václav Kremen
, Vladimir Sladky, Nicholas M. Gregg, Paul M. Arnold, Suguna Pappu, Philippa J. Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravishankar K. Iyer:
A Transfer Learning-based Model for Individualized Clustered Seizure Prediction Using Intracranial EEG. NER 2023: 1-4 - [c30]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
- [j20]Krishnakant V. Saboo
, Chang Hu, Yogatheesan Varatharajah
, Scott A. Przybelski, Robert I. Reid
, Christopher G. Schwarz
, Jonathan Graff-Radford, David S. Knopman
, Mary M. Machulda
, Michelle M. Mielke
, Ronald C. Petersen, Paul M. Arnold
, Gregory A. Worrell, David T. Jones
, Clifford R. Jack Jr.
, Ravishankar K. Iyer
, Prashanthi Vemuri
:
Deep learning identifies brain structures that predict cognition and explain heterogeneity in cognitive aging. NeuroImage 251: 119020 (2022) - [c29]Krishnakant V. Saboo, Yurui Cao, Václav Kremen, Vladimir Sladky, Nicholas M. Gregg, Paul M. Arnold, Philippa J. Karoly, Dean R. Freestone, Mark J. Cook, Gregory A. Worrell, Ravishankar K. Iyer:
Individualized seizure cluster prediction using machine learning and ambulatory intracranial EEG. BIBM 2022: 1157-1163 - [c28]Victoria S. Marks, Tom J. Richner, Nicholas M. Gregg, Vladimir Sladky, Jaromir Dolezal, Václav Kremen, Gregory A. Worrell, Michal T. Kucewicz:
Deep Brain Stimulation of Anterior Nuclei of the Thalamus and Hippocampal Seizure Rate Modulate Verbal Memory Performance. EIT 2022: 1-4 - [c27]Vladimir Sladky, Václav Kremen, Kevin L. McQuown, Filip Mivalt, Benjamin H. Brinkmann, Jamie Van Gompel, Kai J. Miller, Timothy Denison, Gregory A. Worrell:
Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices. SMC 2022: 1730-1735 - [c26]Filip Mivalt, Vladimir Sladky, Irena Balzekas, Tereza Pridalova, Kai J. Miller, Jamie Van Gompel, Timothy Denison, Benjamin H. Brinkmann, Václav Kremen, Gregory A. Worrell:
Deep Generative Networks for Algorithm Development in Implantable Neural Technology. SMC 2022: 1736-1741 - [i4]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. CoRR abs/2211.13793 (2022) - 2021
- [j19]Victoria S. Marks, Krishnakant V. Saboo, Çagdas Topçu
, Michal Lech, Theodore P. Thayib, Petr Nejedly
, Václav Kremen
, Gregory A. Worrell, Michal T. Kucewicz:
Independent dynamics of low, intermediate, and high frequency spectral intracranial EEG activities during human memory formation. NeuroImage 245: 118637 (2021) - [j18]Michal Lech
, Brent M. Berry
, Çagdas Topçu
, Václav Kremen
, Petr Nejedly
, Bradley Lega, Robert E. Gross, Michael R. Sperling
, Barbara C. Jobst, Sameer A. Sheth, Kareem A. Zaghloul, Kathryn A. Davis, Gregory A. Worrell, Michal T. Kucewicz:
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) - [c25]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 - [c24]Krishnakant V. Saboo, Anirudh Choudhary, Yurui Cao, Gregory A. Worrell, David T. Jones, Ravishankar K. Iyer:
Reinforcement Learning based Disease Progression Model for Alzheimer's Disease. NeurIPS 2021: 20903-20915 - [i3]Krishnakant V. Saboo, Anirudh Choudhary, Yurui Cao, Gregory A. Worrell, David T. Jones, Ravishankar K. Iyer:
Reinforcement Learning based Disease Progression Model for Alzheimer's Disease. CoRR abs/2106.16187 (2021) - [i2]Mayela Zamora, Sebastian Meller, Filip Kajin, James J. Sermon, Robert Toth
, Moaad Benjaber, Derk-Jan Dijk, Rafal Bogacz, Gregory A. Worrell, Antonio Valentín, Benoit Duchet, Holger A. Volk, Timothy Denison:
Embedding digital chronotherapy into medical devices - A canine case study in controlling status epilepticus through multi-scale rhythmic brain stimulation. CoRR abs/2107.02993 (2021) - 2020
- [j17]Mona Nasseri
, Václav Kremen
, Petr Nejedly
, Inyong Kim, Su-Youne Chang, Hang Joon Jo, Hari Guragain
, Nathaniel Nelson, Edward E. Patterson, Beverly K. Sturges, Chelsea M. Crowe
, Tim Denison
, Benjamin H. Brinkmann
, Gregory A. Worrell:
Semi-supervised training data selection improves seizure forecasting in canines with epilepsy. Biomed. Signal Process. Control. 57 (2020) - [c23]Yogatheesan Varatharajah, Brent M. Berry
, Boney Joseph
, Irena Balzekas, Václav Kremen
, Benjamin H. Brinkmann, Gregory A. Worrell, Ravishankar K. Iyer:
Electrophysiological Correlates of Brain Health Help Diagnose Epilepsy and Lateralize Seizure Focus. EMBC 2020: 3460-3464 - [c22]Robert Toth
, Mayela Zamora, Jon Ottaway, Tom Gillbe, Sean Martin, Moaad Benjaber, Guy Lamb, Tara Noone
, Barry Taylor, Alceste Deli, Václav Kremen
, Gregory A. Worrell, Timothy G. Constandinou
, Ivor Gillbe
, Stefan De Wachter, Charles Knowles, Andrew Sharott, Antonio Valentín
, Alexander L. Green, Timothy Denison
:
DyNeuMo Mk-2: An Investigational Circadian-Locked Neuromodulator with Responsive Stimulation for Applied Chronobiology. SMC 2020: 3433-3440
2010 – 2019
- 2019
- [j16]Petr Nejedly
, Jan Cimbalnik
, Petr Klimes
, Filip Plesinger
, Josef Halámek
, Václav Kremen
, Ivo Viscor
, Benjamin H. Brinkmann, Martin Pail, Milan Brazdil
, Gregory A. Worrell, Pavel Jurák
:
Intracerebral EEG Artifact Identification Using Convolutional Neural Networks. Neuroinformatics 17(2): 225-234 (2019) - [c21]Krishnakant V. Saboo, Yogatheesan Varatharajah, Brent M. Berry
, Michael R. Sperling
, Richard J. T. Gorniak
, Kathryn A. Davis, Barbara C. Jobst, Robert E. Gross, Bradley Lega, Sameer A. Sheth, Michael J. Kahana, Michal T. Kucewicz, Gregory A. Worrell, Ravishankar K. Iyer:
A Computationally Efficient Model for Predicting Successful Memory Encoding Using Machine-Learning-based EEG Channel Selection. NER 2019: 323-327 - 2018
- [j15]Scott Stanslaski
, Jeffrey Herron, Tom Chouinard, Duane Bourget
, Ben Isaacson
, Václav Kremen
, Enrico Opri, William Drew
, Benjamin H. Brinkmann, Aysegul Gunduz
, Tom Adamski, Gregory A. Worrell, Timothy Denison
:
A Chronically Implantable Neural Coprocessor for Investigating the Treatment of Neurological Disorders. IEEE Trans. Biomed. Circuits Syst. 12(6): 1230-1245 (2018) - [c20]Scott Stanslaski, Jeffrey Herron, Elizabeth Fehrmann, Rob Corey, Heather Orser, Enrico Opri, Václav Kremen
, Benjamin H. Brinkmann, Aysegul Gunduz
, Kelly D. Foote
, Gregory A. Worrell, Tim Denison
:
Creating neural "co-processors" to explore treatments for neurological disorders. ISSCC 2018: 460-462 - [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
- [j14]Yogatheesan Varatharajah, Ravishankar K. Iyer, Brent M. Berry
, Gregory A. Worrell, Benjamin H. Brinkmann
:
Seizure Forecasting and the Preictal State in Canine Epilepsy. Int. J. Neural Syst. 27(1): 1650046:1-1650046:12 (2017) - [j13]James E. Kragel
, Youssef Ezzyat, Michael R. Sperling
, Richard J. T. Gorniak
, Gregory A. Worrell, Brent M. Berry
, Cory S. Inman
, Jui-Jui Lin, Kathryn A. Davis, Sandhitsu R. Das, Joel M. Stein, Barbara C. Jobst, Kareem A. Zaghloul, Sameer A. Sheth, Daniel S. Rizzuto, Michael J. Kahana:
Similar patterns of neural activity predict memory function during encoding and retrieval. NeuroImage 155: 60-71 (2017) - [j12]Han-Tai Shiao
, Vladimir Cherkassky, Jieun Lee, Brandon Veber, Edward E. Patterson, Benjamin H. Brinkmann
, Gregory A. Worrell:
SVM-Based System for Prediction of Epileptic Seizures From iEEG Signal. IEEE Trans. Biomed. Eng. 64(5): 1011-1022 (2017) - [c19]Václav Kremen
, Benjamin H. Brinkmann, Inyong Kim, Su-Youne Chang, Jamie Van Gompel, Jeffrey A. Herron, Steven Baldassano, Edward E. Patterson, Brian Litt, Timothy Denison
, Gregory A. Worrell:
Live demonstration: Continuous active probing and modulation of neural networks with a wireless implantable system. BioCAS 2017: 1 - [c18]Václav Kremen, Benjamin H. Brinkmann, Inyong Kim, Su-Youne Chang, Jamie J. Van Gompel, Jeffrey A. Herron, Steven Baldassano, Edward E. Patterson, Brian Litt, Timothy Denison, Gregory A. Worrell:
Continuous active probing and modulation of neural networks with a wireless implantable system. BioCAS 2017: 1-4 - [c17]Yogatheesan Varatharajah, Brent M. Berry
, Zbigniew T. Kalbarczyk, Benjamin H. Brinkmann
, Gregory A. Worrell, Ravishankar K. Iyer:
Inter-ictal Seizure Onset Zone localization using unsupervised clustering and Bayesian Filtering. NER 2017: 533-539 - [c16]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
- [j11]Abbas Sohrabpour, Yunfeng Lu, Gregory A. Worrell, Bin He
:
Imaging brain source extent from EEG/MEG by means of an iteratively reweighted edge sparsity minimization (IRES) strategy. NeuroImage 142: 27-42 (2016) - [j10]Michal T. Kucewicz
, B. Michael Berry
, Mark R. Bower, Jan Cimbalnik
, Vojtech Svehlik, Matt Stead, Gregory A. Worrell:
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) - [j9]Abbas Sohrabpour, Shuai Ye, Gregory A. Worrell, Wenbo Zhang, Bin He
:
Noninvasive Electromagnetic Source Imaging and Granger Causality Analysis: An Electrophysiological Connectome (eConnectome) Approach. IEEE Trans. Biomed. Eng. 63(12): 2474-2487 (2016) - [c15]Abbas Sohrabpour, Yunfeng Lu, Gregory A. Worrell, Bin He
:
Identifying epileptic source location and extent: An iterative sparse electromagnetic source imaging algorithm. EMBC 2016: 109-112 - [c14]David R. Holmes, Benjamin H. Brinkmann
, Dennis P. Hanson
, Gregory A. Worrell, Richard A. Robb, Leslie Holton:
Feasibility of tracked electrodes for use in epilepsy surgery. Medical Imaging: Image-Guided Procedures 2016: 97862M - 2015
- [j8]Yunfeng Lu, Gregory A. Worrell, Huishi Clara Zhang, Lin Yang, Benjamin H. Brinkmann
, Cindy Nelson, Bin He
:
Corrections to "Noninvasive Imaging of the High Frequency Brain Activity in Focal Epilepsy Patients". IEEE Trans. Biomed. Eng. 62(8): 2092 (2015) - [c13]Petr Klimes
, Juliano Jinzenji Duque, Pavel Jurák
, Josef Halámek
, Gregory A. Worrell:
Connectivity of epileptic brain regions in wake and sleep. EMBC 2015: 2191-2194 - [c12]Vladimir Cherkassky, Brandon Veber, Jieun Lee, Han-Tai Shiao, Ned Patterson, Gregory A. Worrell, Benjamin H. Brinkmann
:
Reliable seizure prediction from EEG data. IJCNN 2015: 1-8 - 2014
- [j7]Yunfeng Lu, Gregory A. Worrell, Huishi Clara Zhang, Lin Yang, Benjamin H. Brinkmann
, Cindy Nelson, Bin He
:
Noninvasive Imaging of the High Frequency Brain Activity in Focal Epilepsy Patients. IEEE Trans. Biomed. Eng. 61(6): 1660-1667 (2014) - [c11]Clara H. Zhang, Yunfeng Lu, Benjamin H. Brinkmann
, Kirk Welker, Gregory A. Worrell, Bin He
:
Using functional MRI alone for localization in focal epilepsy. EMBC 2014: 730-733 - 2013
- [c10]Yunfeng Lu, Gregory A. Worrell, Huishi Clara Zhang, Abbas Sohrabpour, Bin He
:
EEG source imaging and connectivity analysis in epilepsy patients. ACSSC 2013: 795-797 - 2012
- [c9]Tim R. Mullen, Gregory A. Worrell, Scott Makeig:
Multivariate principal oscillation pattern analysis of ICA sources during seizure. EMBC 2012: 2921-2924 - [c8]Yunfeng Lu, Lin Yang, Gregory A. Worrell, Benjamin H. Brinkmann
, Cindy Nelson, Bin He
:
Dynamic seizure imaging in patients with extratemporal lobe epilepsy. EMBC 2012: 6228-6231 - 2011
- [j6]Lin Yang, Christopher T. Wilke
, Benjamin H. Brinkmann
, Gregory A. Worrell, Bin He
:
Dynamic imaging of ictal oscillations using non-invasive high-resolution EEG. NeuroImage 56(4): 1908-1917 (2011) - [j5]Sanqing Hu, Guojun Dai, Gregory A. Worrell, Qionghai Dai, Hualou Liang:
Causality Analysis of Neural Connectivity: Critical Examination of Existing Methods and Advances of New Methods. IEEE Trans. Neural Networks 22(6): 829-844 (2011) - [c7]Tim R. Mullen, Zeynep Akalin Acar, Gregory A. Worrell, Scott Makeig:
Modeling cortical source dynamics and interactions during seizure. EMBC 2011: 1411-1414 - [c6]Zeynep Akalin Acar, Jason A. Palmer, Gregory A. Worrell, Scott Makeig:
Electrocortical source imaging of intracranial EEG data in epilepsy. EMBC 2011: 3909-3912 - [c5]Lin Yang, Christopher T. Wilke
, Benjamin H. Brinkmann
, Gregory A. Worrell, Bin He
:
Dynamic imaging of ictal rhythmic activity using dense-array EEG. EMBC 2011: 8271-8274 - 2010
- [j4]Sanqing Hu, Matt Stead, Qionghai Dai, Gregory A. Worrell:
On the Recording Reference Contribution to EEG Correlation, Phase Synchorony, and Coherence. IEEE Trans. Syst. Man Cybern. Part B 40(5): 1294-1304 (2010)
2000 – 2009
- 2009
- [c4]Sanqing Hu, Matt Stead, Hualou Liang, Gregory A. Worrell:
Reference Signal Impact on EEG Energy. ISNN (3) 2009: 605-611 - 2008
- [c3]Sanqing Hu, Matt Stead, Gregory A. Worrell:
Removal of Scalp Reference Signal and Line Noise for Intracranial EEGs. ICNSC 2008: 1486-1491 - 2007
- [j3]Lei Ding, Gregory A. Worrell, Terrence D. Lagerlund, Bin He
:
Ictal source analysis: Localization and imaging of causal interactions in humans. NeuroImage 34(2): 575-586 (2007) - [j2]Sanqing Hu, Matt Stead, Gregory A. Worrell:
Automatic Identification and Removal of Scalp Reference Signal for Intracranial EEGs Based on Independent Component Analysis. IEEE Trans. Biomed. Eng. 54(9): 1560-1572 (2007) - [c2]Sanqing Hu, Matt Stead, Andrew B. Gardner, Gregory A. Worrell:
The Effect of Recording Reference on EEG: Phase Synchrony and Coherence. ISNN (2) 2007: 1273-1280 - 2006
- [c1]Lei Ding, Gregory A. Worrell, Terrence D. Lagerlund, Bin He
:
Spatio-temporal Source Localization and Granger Causality in Ictal Source Analysis. EMBC 2006: 3670-3671 - 2005
- [j1]Matt Stead, Gregory A. Worrell, Brian Litt:
Frequency and dependence of long range temporal correlations in human hippocampal energy fluctuations. Complex. 10(5): 35-44 (2005)
Coauthor Index
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