Ben Brinkmann, PhD

  • 29 Citations
  • 3 Scopus h-Index
20142019
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Fingerprint Dive into the research topics where Ben Brinkmann is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 6 Similar Profiles
Epilepsy Medicine & Life Sciences
Seizures Medicine & Life Sciences
Magnetic Resonance Imaging Medicine & Life Sciences
Partial Epilepsy Medicine & Life Sciences
Laryngismus Medicine & Life Sciences
Single-Photon Emission-Computed Tomography Medicine & Life Sciences
Isocitrate Dehydrogenase Medicine & Life Sciences
Thalamic Nuclei Medicine & Life Sciences

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Research Output 2014 2019

  • 29 Citations
  • 3 Scopus h-Index
  • 8 Article
  • 2 Conference contribution
  • 1 Chapter
2 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

Exploiting Graphoelements and Convolutional Neural Networks with Long Short Term Memory for Classification of the Human Electroencephalogram

Nejedly, P., Kremen, V., Sladky, V., Cimbalnik, J., Klimes, P., Plesinger, F., Viscor, I., Pail, M., Halamek, J., Brinkmann, B., Brazdil, M., Jurak, P. & Worrell, G. A., Dec 1 2019, In : Scientific reports. 9, 1, 11383.

Research output: Contribution to journalArticle

Open Access
Long-Term Memory
Short-Term Memory
Electroencephalography
Electrophysiology
Neurology

Multi-feature localization of epileptic foci from interictal, intracranial EEG

Cimbalnik, J., Klimes, P., Sladky, V., Nejedly, P., Jurak, P., Pail, M., Roman, R., Daniel, P., Guragain, H., Brinkmann, B., Brazdil, M. & Worrell, G. A., Oct 1 2019, In : Clinical Neurophysiology. 130, 10, p. 1945-1953 9 p.

Research output: Contribution to journalArticle

Electrodes
Seizures
Stroke
Partial Epilepsy
Electrocorticography

Nuclei-specific thalamic connectivity predicts seizure frequency in drug-resistant medial temporal lobe epilepsy

Jo, H. J., Kenny-Jung, D. L., Balzekas, I., Benarroch, E. E., Jones, D. T., Brinkmann, B., Stead, S. M., Van Gompel, J., Welker, K. & Worrell, G. A., Jan 1 2019, (Accepted/In press) In : NeuroImage: Clinical. 101671.

Research output: Contribution to journalArticle

Thalamic Nuclei
Temporal Lobe Epilepsy
Seizures
Seeds
Pulvinar
1 Citation (Scopus)

Analysis of Brain SPECT Images Coregistered with MRI in Patients with Epilepsy: Comparison of Three Methods

Long, Z., Hanson, D. P., Mullan, B. P., Hunt, C., Holmes III, D. R., Brinkmann, B. & O'Connor, M. K., Jan 1 2018, (Accepted/In press) In : Journal of Neuroimaging.

Research output: Contribution to journalArticle

Single-Photon Emission-Computed Tomography
Epilepsy
Seizures
Magnetic Resonance Imaging
ROC Curve