Benjamin H. Brinkmann

According to our database, Benjamin H. Brinkmann authored at least 30 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Lessons from a challenge on forecasting epileptic seizures from non-cerebral signals.

Kenny Schlegel, Denis Kleyko, Benjamin H. Brinkmann, Ewan S. Nurse, Ross W. Gayler, Peer Neubert

Nat. Mac. Intell., 2024

2022

Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices.

Vladimir Sladky, Václav Kremen, Kevin L. McQuown, Filip Mivalt, Benjamin H. Brinkmann, Jamie Van Gompel, Kai J. Miller, Timothy Denison, Gregory A. Worrell

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Deep Generative Networks for Algorithm Development in Implantable Neural Technology.

Filip Mivalt, Vladimir Sladky, Irena Balzekas, Tereza Pridalova, Kai J. Miller, Jamie Van Gompel, Timothy Denison, Benjamin H. Brinkmann, Václav Kremen, Gregory A. Worrell

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021

Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability.

Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Leland Barnard, Benjamin H. Brinkmann, Gregory A. Worrell, David T. Jones, Yogatheesan Varatharajah

Proceedings of the Machine Learning for Health, 2021

Seizure Forecasting from Subcutaneous EEG Using Long Short Term Memory Neural Networks: Algorithm Development and Optimization.

Tal Pal Attia, Pedro F. Viana, Mona Nasseri, Mark P. Richardson, Benjamin H. Brinkmann

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Semi-supervised training data selection improves seizure forecasting in canines with epilepsy.

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

Biomed. Signal Process. Control., 2020

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

Yogatheesan Varatharajah, Brent M. Berry, Boney Joseph, Irena Balzekas, Václav Kremen, Benjamin H. Brinkmann, Gregory A. Worrell, Ravishankar K. Iyer

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Intracerebral EEG Artifact Identification Using Convolutional Neural Networks.

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

Neuroinformatics, 2019

2018

Towards Improved Design and Evaluation of Epileptic Seizure Predictors.

Iryna Korshunova, Pieter-Jan Kindermans, Jonas Degrave, Thibault Verhoeven, Benjamin H. Brinkmann, Joni Dambre

IEEE Trans. Biomed. Eng., 2018

A Chronically Implantable Neural Coprocessor for Investigating the Treatment of Neurological Disorders.

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

IEEE Trans. Biomed. Circuits Syst., 2018

Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy.

Yogatheesan Varatharajah, Brent M. Berry, Jan Cimbalnik, Václav Kremen, Jamie Van Gompel, Matt Stead, Benjamin H. Brinkmann, Ravishankar K. Iyer, Gregory A. Worrell

CoRR, 2018

Creating neural "co-processors" to explore treatments for neurological disorders.

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

Proceedings of the 2018 IEEE International Solid-State Circuits Conference, 2018

Convolutional Neural Networks for Epileptic Seizure Prediction.

Matthias Eberlein, Raphael Hildebrand, Ronald Tetzlaff, Nico Hoffmann, Levin Kuhlmann, Benjamin H. Brinkmann, Jens Müller

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017

SVM-Based System for Prediction of Epileptic Seizures From iEEG Signal.

Han-Tai Shiao, Vladimir Cherkassky, Jieun Lee, Brandon Veber, Edward E. Patterson, Benjamin H. Brinkmann, Gregory A. Worrell

IEEE Trans. Biomed. Eng., 2017

Seizure Forecasting and the Preictal State in Canine Epilepsy.

Yogatheesan Varatharajah, Ravishankar K. Iyer, Brent M. Berry, Gregory A. Worrell, Benjamin H. Brinkmann

Int. J. Neural Syst., 2017

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

Yogatheesan Varatharajah, Min Jin Chong, Krishnakant V. Saboo, Brent M. Berry, Benjamin H. Brinkmann, Gregory A. Worrell, Ravishankar K. Iyer

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

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

Yogatheesan Varatharajah, Brent M. Berry, Zbigniew T. Kalbarczyk, Benjamin H. Brinkmann, Gregory A. Worrell, Ravishankar K. Iyer

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Continuous active probing and modulation of neural networks with a wireless implantable system.

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

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

Live demonstration: Continuous active probing and modulation of neural networks with a wireless implantable system.

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

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

2016

Feasibility of tracked electrodes for use in epilepsy surgery.

David R. Holmes, Benjamin H. Brinkmann, Dennis P. Hanson, Gregory A. Worrell, Richard A. Robb, Leslie Holton

Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016

2015

Corrections to "Noninvasive Imaging of the High Frequency Brain Activity in Focal Epilepsy Patients".

Yunfeng Lu, Gregory A. Worrell, Huishi Clara Zhang, Lin Yang, Benjamin H. Brinkmann, Cindy Nelson, Bin He

IEEE Trans. Biomed. Eng., 2015

Reliable seizure prediction from EEG data.

Vladimir Cherkassky, Brandon Veber, Jieun Lee, Han-Tai Shiao, Ned Patterson, Gregory A. Worrell, Benjamin H. Brinkmann

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Noninvasive Imaging of the High Frequency Brain Activity in Focal Epilepsy Patients.

Yunfeng Lu, Gregory A. Worrell, Huishi Clara Zhang, Lin Yang, Benjamin H. Brinkmann, Cindy Nelson, Bin He

IEEE Trans. Biomed. Eng., 2014

Using functional MRI alone for localization in focal epilepsy.

Clara H. Zhang, Yunfeng Lu, Benjamin H. Brinkmann, Kirk Welker, Gregory A. Worrell, Bin He

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2012

Dynamic seizure imaging in patients with extratemporal lobe epilepsy.

Yunfeng Lu, Lin Yang, Gregory A. Worrell, Benjamin H. Brinkmann, Cindy Nelson, Bin He

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Dynamic imaging of ictal oscillations using non-invasive high-resolution EEG.

Lin Yang, Christopher T. Wilke, Benjamin H. Brinkmann, Gregory A. Worrell, Bin He

NeuroImage, 2011

Dynamic imaging of ictal rhythmic activity using dense-array EEG.

Lin Yang, Christopher T. Wilke, Benjamin H. Brinkmann, Gregory A. Worrell, Bin He

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

1998

Optimized Homorphic Unsharp Masking for MR Grayscale Inhomogeneity Correction.

Benjamin H. Brinkmann, Armando Manduca, Richard A. Robb

IEEE Trans. Medical Imaging, 1998

Multimodality Imaging for Epilepsy Diagnosis and Surgical Focus Localization: Three-Cimensional Image Correlation and Dual Isotope SPECT.

Benjamin H. Brinkmann, Richard A. Robb, Terence J. O'Brien, Michael K. O'Connor, Brian P. Mullan

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998

1996

Quantitative analysis of statistical methods of grayscale inhomogeneity correction in magnetic resonance images.

Benjamin H. Brinkmann, Armando Manduca, Richard A. Robb

Proceedings of the Medical Imaging 1996: Image Processing, 1996