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ORCIDBenjamin H. Brinkmann
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2020 – today
- 2024
[j11]Kenny Schlegel
, Denis Kleyko, Benjamin H. Brinkmann, Ewan S. Nurse, Ross W. Gayler, Peer Neubert:
Lessons from a challenge on forecasting epileptic seizures from non-cerebral signals. Nat. Mac. Intell. 6(2): 243-244 (2024)- 2022
- [c18]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 - [c17]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 - 2021
- [c16]Tal Pal Attia, Pedro F. Viana, Mona Nasseri, Mark P. Richardson, Benjamin H. Brinkmann:
Seizure Forecasting from Subcutaneous EEG Using Long Short Term Memory Neural Networks: Algorithm Development and Optimization. BIBM 2021: 3599-3602 - [c15]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
- [j10]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) - [c14]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
2010 – 2019
- 2019
- [j9]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) - 2018
- [j8]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) - [j7]Iryna Korshunova, Pieter-Jan Kindermans, Jonas Degrave, Thibault Verhoeven, Benjamin H. Brinkmann, Joni Dambre:
Towards Improved Design and Evaluation of Epileptic Seizure Predictors. IEEE Trans. Biomed. Eng. 65(3): 502-510 (2018) - [c13]Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann, Levin Kuhlmann, Benjamin H. Brinkmann, Jens Müller:
Convolutional Neural Networks for Epileptic Seizure Prediction. BIBM 2018: 2577-2582 - [c12]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 - [i2]Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann, Levin Kuhlmann, Benjamin H. Brinkmann, Jens Müller:
Convolutional Neural Networks for Epileptic Seizure Prediction. CoRR abs/1811.00915 (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
- [j6]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) - [j5]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) - [c11]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 - [c10]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 - [c9]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 - [c8]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
- [c7]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
- [j4]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) - [c6]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
- [j3]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) - [c5]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 - 2012
- [c4]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
- [j2]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) - [c3]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
1990 – 1999
- 1998
- [j1]Benjamin H. Brinkmann, Armando Manduca, Richard A. Robb:
Optimized Homorphic Unsharp Masking for MR Grayscale Inhomogeneity Correction. IEEE Trans. Medical Imaging 17(2): 161-171 (1998) - [c2]Benjamin H. Brinkmann, Richard A. Robb, Terence J. O'Brien, Michael K. O'Connor, Brian P. Mullan:
Multimodality Imaging for Epilepsy Diagnosis and Surgical Focus Localization: Three-Cimensional Image Correlation and Dual Isotope SPECT. MICCAI 1998: 1087-1098 - 1996
- [c1]Benjamin H. Brinkmann, Armando Manduca, Richard A. Robb:
Quantitative analysis of statistical methods of grayscale inhomogeneity correction in magnetic resonance images. Medical Imaging: Image Processing 1996
Coauthor Index
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