Ben Brinkmann, PhD

  • 3213 Citations
  • 28 Scopus h-Index
19962019
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Research Output 1996 2019

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Conference contribution
2019
3 Citations (Scopus)

Convolutional Neural Networks for Epileptic Seizure Prediction

Eberlein, M., Hildebrand, R., Tetzlaff, R., Hoffmann, N., Kuhlmann, L., Brinkmann, B. & Müller, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2577-2582 6 p. 8621225. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Epilepsy
Seizures
Neural networks
Electroencephalography
Nervous System Diseases
2018
1 Citation (Scopus)

Creating neural 'co-processors' to explore treatments for neurological disorders

Stanslaski, S., Herron, J., Fehrmann, E., Corey, R., Orser, H., Opri, E., Kremen, V., Brinkmann, B., Gunduz, A., Foote, K., Worrell, G. A. & Denison, T., Mar 8 2018, 2018 IEEE International Solid-State Circuits Conference, ISSCC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 61. p. 460-462 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neurology
Energy transfer
Brain
Networks (circuits)
Coprocessor
1 Citation (Scopus)

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

Kremen, V., Brinkmann, B., Kim, I., Chang, S-Y., Van Gompel, J., Herron, J. A., Baldassano, S., Patterson, E. E., Litt, B., Denison, T. & Worrell, G. A., Mar 23 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

seizures
Brain
epilepsy
Demonstrations
Modulation
2017
2 Citations (Scopus)

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

Varatharajah, Y., Berry, B. M., Kalbarczyk, Z. T., Brinkmann, B., Worrell, G. A. & Iyer, R. K., Aug 10 2017, 8th International IEEE EMBS Conference on Neural Engineering, NER 2017. IEEE Computer Society, p. 533-539 7 p. 8008407

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain
Biomarkers
Electroencephalography
Tissue
Experiments
2016

Feasibility of tracked electrodes for use in epilepsy surgery

Holmes III, D. R., Brinkmann, B., Hanson, D., Worrell, G. A., Robb, R. & Holton, L., 2016, Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling. SPIE, Vol. 9786. 97862M

Research output: Chapter in Book/Report/Conference proceedingConference contribution

epilepsy
surgery
Surgery
Epilepsy
Electrodes
2015
3 Citations (Scopus)

Reliable seizure prediction from EEG data

Cherkassky, V., Veber, B., Lee, J., Shiao, H. T., Patterson, N., Worrell, G. A. & Brinkmann, B., Sep 28 2015, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-September. 7280327

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Brain
2014
3 Citations (Scopus)

Using functional MRI alone for localization in focal epilepsy

Zhang, C. H., Lu, Y., Brinkmann, B., Welker, K., Worrell, G. A. & He, B., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 730-733 4 p. 6943694

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Partial Epilepsy
Magnetic Resonance Imaging
Epilepsy
Healthy Volunteers
Independent component analysis
2013
24 Citations (Scopus)

A multimodal platform for cloud-based collaborative research

Wagenaar, J. B., Brinkmann, B., Ives, Z., Worrell, G. A. & Litt, B., 2013, International IEEE/EMBS Conference on Neural Engineering, NER. p. 1386-1389 4 p. 6696201

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Data integration
Animals
Imaging techniques
2012
1 Citation (Scopus)

Dynamic seizure imaging in patients with extratemporal lobe epilepsy

Lu, Y., Yang, L., Worrell, G. A., Brinkmann, B., Nelson, C. & He, B., 2012, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 6228-6231 4 p. 6347417

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Epilepsy
Seizures
Electroencephalography
Imaging techniques
Surgery
2011

Dynamic imaging of ictal rhythmic activity using dense-array EEG

Yang, L., Wilke, C., Brinkmann, B., Worrell, G. A. & He, B., 2011, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. p. 8271-8274 4 p. 6092039

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electroencephalography
Seizures
Stroke
Imaging techniques
Physiologic Monitoring
2009
6 Citations (Scopus)

Metadata and annotations for multi-scale electrophysiological data

Bower, M. R., Stead, S. M., Brinkmann, B., Dufendach, K. & Worrell, G. A., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. p. 2811-2814 4 p. 5333570

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metadata
Information Storage and Retrieval
Communication
Information technology
Data structures
13 Citations (Scopus)

Multiscale electrophysiology format: An open-source electrophysiology format using data compression, encryption, and cyclic redundancy check

Brinkmann, B., Bower, M. R., Stengel, K. A., Worrell, G. A. & Stead, S. M., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. p. 7083-7086 4 p. 5332915

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Compression
Electrophysiology
Computer Security
Data compression
Cryptography
1998
5 Citations (Scopus)

Multimodality imaging for epilepsy diagnosis and surgical focus localization: Three-dimensional image correlation and dual isotope SPECT

Brinkmann, B., Robb, R. A., O’Brien, T. J., O’Connor, M. K. & Mullan, B. P., 1998, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 1496. p. 1087-1098 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1496).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

SPECT
Epilepsy
Multimodality
Isotopes
Imaging
1997
4 Citations (Scopus)

Localization, correlation, and visualization of electroencephalographic surface electrodes and brain anatomy in epilepsy studies

Brinkmann, B., O'Brien, T. J., Robb, R. A. & Sharbrough, F. W., 1997, Proceedings of SPIE - The International Society for Optical Engineering. Bellingham, WA, United States: Society of Photo-Optical Instrumentation Engineers, Vol. 3033. p. 159-169 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

epilepsy
anatomy
brain
Brain
Visualization
1996
9 Citations (Scopus)

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

Brinkmann, B., Manduca, A. & Robb, R. A., 1996, Proceedings of SPIE - The International Society for Optical Engineering. Loew, M. H. & Hanson, K. M. (eds.). Vol. 2710. p. 542-552 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic resonance
quantitative analysis
magnetic resonance
Statistical methods
inhomogeneity