Benjamin H. Brinkmann

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 21

Top Topics

Epileptic Seizures

Top Venues

IEEE Trans. Biomed. Eng.

Publications

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) (2024)
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)
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)
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)
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)
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)
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)
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) (2019)
Scott Stanslaski, Jeffrey Herron, Elizabeth Fehrmann, Rob Corey, Heather Orser, Enrico Opri, Václav Kremen, Benjamin H. Brinkmann, Aysegul Gunduz, Kelly Foote, Gregory A. Worrell, Tim Denison
Creating neural "co-processors" to explore treatments for neurological disorders. ISSCC (2018)
Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann, Levin Kuhlmann, Benjamin H. Brinkmann, Jens Müller
Convolutional Neural Networks for Epileptic Seizure Prediction. CoRR (2018)
Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann, Levin Kuhlmann, Benjamin H. Brinkmann, Jens Müller
Convolutional Neural Networks for Epileptic Seizure Prediction. BIBM (2018)
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 (2018)
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) (2018)
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) (2018)
Yogatheesan Varatharajah, Min Jin Chong, Krishnakant 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)
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)
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) (2017)
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) (2017)
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)
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)
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)
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) (2015)
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)
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) (2014)
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)
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)
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) (2011)
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)
Benjamin H. Brinkmann, Armando Manduca, Richard A. Robb
Optimized Homorphic Unsharp Masking for MR Grayscale Inhomogeneity Correction. IEEE Trans. Medical Imaging 17 (2) (1998)
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)
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)