Ben Brinkmann, PhD

  • 3572 Citations
  • 30 Scopus h-Index
19962020

Research output per year

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Research Output

2020

A feasibility study of electrocorticography during routine craniotomy to predict tumor-related epilepsy

Wychowski, T., James Fessler, A., Nadler, J., Mohile, N., Brinkmann, B. H., Worrell, G. A., Walter, K. & Birbeck, G. L., Sep 2020, In : Interdisciplinary Neurosurgery: Advanced Techniques and Case Management. 21, 100772.

Research output: Contribution to journalArticle

Open Access

Comparison of narcotic pain control between stereotactic electrocorticography and subdural grid implantation

Wang, Y. C., Grewal, S. S., Goyal, A., Alvi, M. A., Worrell, G., Brinkmann, B., Wong-Kisiel, L., Britton, J., Marsh, W. R., Burkholder, D., Payne, E., Shin, C., Cascino, G., Lundstrom, B. N., Wu, M. H. & Van Gompel, J. J., Feb 2020, In : Epilepsy and Behavior. 103, 106843.

Research output: Contribution to journalArticle

Forecasting cycles of seizure likelihood

Karoly, P. J., Cook, M. J., Maturana, M., Nurse, E. S., Payne, D., Brinkmann, B. H., Grayden, D. B., Dumanis, S. B., Richardson, M. P., Worrell, G. A., Schulze-Bonhage, A., Kuhlmann, L. & Freestone, D. R., Apr 1 2020, In : Epilepsia. 61, 4, p. 776-786 11 p.

Research output: Contribution to journalArticle

2 Scopus citations

Noninvasive electromagnetic source imaging of spatiotemporally distributed epileptogenic brain sources

Sohrabpour, A., Cai, Z., Ye, S., Brinkmann, B., Worrell, G. & He, B., Dec 1 2020, In : Nature communications. 11, 1, 1946.

Research output: Contribution to journalArticle

Open Access

Probing circuit of Papez with stimulation of anterior nucleus of the thalamus and hippocampal evoked potentials

Wang, Y. C., Kremen, V., Brinkmann, B. H., Middlebrooks, E. H., Lundstrom, B. N., Grewal, S. S., Guragain, H., Wu, M. H., Van Gompel, J. J., Klassen, B. T., Stead, M. & Worrell, G. A., Jan 2020, In : Epilepsy Research. 159, 106248.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

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

Nasseri, M., Kremen, V., Nejedly, P., Kim, I., Chang, S. Y., Jo, H. J., Guragain, H., Nelson, N., Patterson, E., Sturges, B. K., Crowe, C. M., Denison, T., Brinkmann, B. H. & Worrell, G. A., Mar 2020, In : Biomedical Signal Processing and Control. 57, 101743.

Research output: Contribution to journalArticle

Signal quality and patient experience with wearable devices for epilepsy management

Nasseri, M., Nurse, E., Glasstetter, M., Böttcher, S., Gregg, N. M., Laks Nandakumar, A., Joseph, B., Pal Attia, T., Viana, P. F., Bruno, E., Biondi, A., Cook, M., Worrell, G. A., Schulze-Bonhage, A., Dümpelmann, M., Freestone, D. R., Richardson, M. P. & Brinkmann, B. H., Jan 1 2020, (Accepted/In press) In : Epilepsia.

Research output: Contribution to journalArticle

2019
5 Scopus citations

Cloud computing for seizure detection in implanted neural devices

Baldassano, S., Zhao, X., Brinkmann, B., Kremen, V., Bernabei, J., Cook, M., Denison, T., Worrell, G. & Litt, B., Jan 1 2019, In : Journal of neural engineering. 16, 2, 026016.

Research output: Contribution to journalArticle

3 Scopus citations

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

4 Scopus citations

Deep-learning for seizure forecasting in canines with epilepsy

Nejedly, P., Kremen, V., Sladky, V., Nasseri, M., Guragain, H., Klimes, P., Cimbalnik, J., Varatharajah, Y., Brinkmann, B. H. & Worrell, G. A., Jan 1 2019, In : Journal of neural engineering. 16, 3, 036031.

Research output: Contribution to journalArticle

4 Scopus citations

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. H., Brazdil, M., Jurak, P. & Worrell, G., Dec 1 2019, In : Scientific reports. 9, 1, 11383.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Intracerebral EEG Artifact Identification Using Convolutional Neural Networks

Nejedly, P., Cimbalnik, J., Klimes, P., Plesinger, F., Halamek, J., Kremen, V., Viscor, I., Brinkmann, B. H., Pail, M., Brazdil, M., Worrell, G. & Jurak, P., Apr 15 2019, In : Neuroinformatics. 17, 2, p. 225-234 10 p.

Research output: Contribution to journalArticle

8 Scopus citations

Laser ablation for mesial temporal epilepsy: A multi-site, single institutional series

Grewal, S. S., Zimmerman, R. S., Worrell, G. A., Brinkmann, B., Tatum, W. O., Crepeau, A. Z., Woodrum, D. A., Gorny, K. R., Felmlee, J. P., Watson, R. E., Hoxworth, J. M., Gupta, V., Vibhute, P., Trenerry, M. R., Kaufmann, T. J., Richard Marsh, W., Wharen, R. E. & Van Gompel, J., Jun 1 2019, In : Journal of neurosurgery. 1306, 6, p. 2055-2062 8 p.

Research output: Contribution to journalArticle

5 Scopus citations

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., Oct 2019, In : Clinical Neurophysiology. 130, 10, p. 1945-1953 9 p.

Research output: Contribution to journalArticle

2 Scopus citations

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

1 Scopus citations

Segmentation errors and intertest reliability in automated and manually traced hippocampal volumes

Brinkmann, B. H., Guragain, H., Kenney-Jung, D., Mandrekar, J., Watson, R. E., Welker, K. M., Britton, J. W. & Witte, R. J., Sep 1 2019, In : Annals of Clinical and Translational Neurology. 6, 9, p. 1807-1814 8 p.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Two cases of beneficial side effects from chronic electrical stimulation for treatment of focal epilepsy

Starnes, K., Brinkmann, B., Burkholder, D., Van Gompel, J., Stead, S. M. & Lundstrom, B. N., Jul 1 2019, In : Brain Stimulation. 12, 4, p. 1077-1079 3 p.

Research output: Contribution to journalLetter

1 Scopus citations
2018

A Chronically-Implanted Neural Coprocessor for Exploring Treatments for Neurological Disorders

Stanslaski, S., Herron, J., Chouinard, T., Bourget, D., Isaacson, B., Kremen, V., Opri, E., Drew, W., Brinkmann, B., Gunduz, A., Adamski, T., Worrell, G. A. & Denison, T., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Biomedical Circuits and Systems.

Research output: Contribution to journalArticle

9 Scopus citations

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

6 Scopus citations

Chronic subthreshold cortical stimulation for adult drug-resistant focal epilepsy: Safety, feasibility, and technique

Kerezoudis, P., Grewal, S. S., Stead, S. M., Lundstrom, B. N., Britton, J. W., Shin, C., Cascino, G. D., Brinkmann, B., Worrell, G. A. & Van Gompel, J., Aug 1 2018, In : Journal of Neurosurgery. 129, 2, p. 533-543 11 p.

Research output: Contribution to journalArticle

11 Scopus citations

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

2 Scopus citations

Epilepsyecosystem.org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG

Kuhlmann, L., Karoly, P., Freestone, D. R., Brinkmann, B., Temko, A., Barachant, A., Li, F., Titericz, G., Lang, B. W., Lavery, D., Roman, K., Broadhead, D., Dobson, S., Jones, G., Tang, Q., Ivanenko, I., Panichev, O., Proix, T., Náhlík, M., Grunberg, D. B. & 6 others, Reuben, C., Worrell, G. A., Litt, B., Liley, D. T. J., Grayden, D. B. & Cook, M. J., Sep 1 2018, In : Brain : a journal of neurology. 141, 9, p. 2619-2630 12 p.

Research output: Contribution to journalArticle

29 Scopus citations

Evidence for verbal memory enhancement with electrical brain stimulation in the lateral temporal cortex

Kucewicz, M. T., Berry, B. M., Miller, L. R., Khadjevand, F., Ezzyat, Y., Stein, J. M., Kremen, V., Brinkmann, B. H., Wanda, P., Sperling, M. R., Gorniak, R., Davis, K. A., Jobst, B. C., Gross, R. E., Lega, B., Van Gompel, J., Matt Stead, S., Rizzuto, D. S., Kahana, M. J. & Worrell, G. A., Apr 2018, In : Brain. 141, 4, p. 971-978 8 p.

Research output: Contribution to journalArticle

19 Scopus citations

High-frequency oscillations in awake patients undergoing brain tumor-related epilepsy surgery

Feyissa, A., Worrell, G. A., Tatum, W. O., Mahato, D., Brinkmann, B., Rosenfeld, S., Refaey, K., Bechtle, P. S. & Quinones-Hinojosa, A., Mar 27 2018, In : Neurology. 90, 13, p. e1119-e1125

Research output: Contribution to journalArticle

7 Scopus citations

Integrating artificial intelligence with real-time intracranial EEG monitoring to automate interictal identification of seizure onset zones in focal epilepsy

Varatharajah, Y., Berry, B., Cimbalnik, J., Kremen, V., Van Gompel, J., Stead, S. M., Brinkmann, B., Iyer, R. & Worrell, G. A., Jun 27 2018, In : Journal of Neural Engineering. 15, 4, 046035.

Research output: Contribution to journalArticle

10 Scopus citations

Integrating brain implants with local and distributed computing devices: A next generation epilepsy management system

Kremen, V., Brinkmann, B., Kim, I., Guragain, H., Nasseri, M., Magee, A. L., Pal Attia, T., Nejedly, P., Sladky, V., Nelson, N., Chang, S-Y., Herron, J. A., Adamski, T., Baldassano, S., Cimbalnik, J., Vasoli, V., Fehrmann, E., Chouinard, T., Patterson, E. E., Litt, B. & 7 others, Stead, S. M., Van Gompel, J., Sturges, B. K., Jo, H. J., Crowe, C. M., Denison, T. & Worrell, G. A., Sep 7 2018, In : IEEE Journal of Translational Engineering in Health and Medicine. 6, 8458201.

Research output: Contribution to journalArticle

9 Scopus citations

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

1 Scopus citations

Morphometric analysis on T1-weighted MRI complements visual MRI review in focal cortical dysplasia

Wong-Kisiel, L. C., Tovar Quiroga, D. F., Kenney-Jung, D. L., Witte, R. J., Santana-Almansa, A., Worrell, G. A., Britton, J. & Brinkmann, B. H., Feb 1 2018, In : Epilepsy Research. 140, p. 184-191 8 p.

Research output: Contribution to journalArticle

9 Scopus citations

Paroxysmal epileptic laryngospasms: Frequent nightly awakenings

Cannistraro, R. J., Middlebrooks, E. H., Brinkmann, B. & Feyissa, A., Dec 1 2018, In : Neurology: Clinical Practice. 8, 6, p. E46-E48

Research output: Contribution to journalArticle

Physiological and pathological high frequency oscillations in focal epilepsy

Cimbalnik, J., Brinkmann, B., Kremen, V., Jurak, P., Berry, B., Gompel, J. V., Stead, M. & Worrell, G., Sep 1 2018, In : Annals of Clinical and Translational Neurology. 5, 9, p. 1062-1076 15 p.

Research output: Contribution to journalArticle

9 Scopus citations

Spatial variation in high-frequency oscillation rates and amplitudes in intracranial EEG

Guragain, H., Cimbalnik, J., Stead, S. M., Groppe, D. M., Berry, B. M., Kremen, V., Kenney-Jung, D., Britton, J., Worrell, G. A. & Brinkmann, B., Feb 20 2018, In : Neurology. 90, 8, p. e639-e646

Research output: Contribution to journalArticle

15 Scopus citations

Towards Improved Design and Evaluation of Epileptic Seizure Predictors

Korshunova, I., Kindermans, P. J., Degrave, J., Verhoeven, T., Brinkmann, B. & Dambre, J., Mar 1 2018, In : IEEE Transactions on Biomedical Engineering. 65, 3, p. 502-510 9 p.

Research output: Contribution to journalArticle

13 Scopus citations

Variability in the location of high frequency oscillations during prolonged intracranial EEG recordings

Gliske, S. V., Irwin, Z. T., Chestek, C., Hegeman, G. L., Brinkmann, B., Sagher, O., Garton, H. J. L., Worrell, G. A. & Stacey, W. C., Dec 1 2018, In : Nature Communications. 9, 1, 2155.

Research output: Contribution to journalArticle

23 Scopus citations

Visually validated semi-automatic high-frequency oscillation detection aides the delineation of epileptogenic regions during intra-operative electrocorticography

Weiss, S. A., Berry, B., Chervoneva, I., Waldman, Z., Guba, J., Bower, M., Kucewicz, M., Brinkmann, B., Kremen, V., Khadjevand, F., Varatharajah, Y., Guragain, H., Sharan, A., Wu, C., Staba, R., Engel, J., Sperling, M. & Worrell, G. A., Oct 1 2018, In : Clinical Neurophysiology. 129, 10, p. 2089-2098 10 p.

Research output: Contribution to journalArticle

8 Scopus citations
2017

Behavioral state classification in epileptic brain using intracranial electrophysiology

Kremen, V., Duque, J. J., Brinkmann, B., Berry, B. M., Kucewicz, M. T., Khadjevand, F., Van Gompel, J., Stead, S. M., St Louis, E. K. & Worrell, G. A., Jan 19 2017, In : Journal of Neural Engineering. 14, 2, 026001.

Research output: Contribution to journalArticle

11 Scopus citations

Crowdsourcing seizure detection: Algorithm development and validation on human implanted device recordings

Baldassano, S. N., Brinkmann, B., Ung, H., Blevins, T., Conrad, E. C., Leyde, K., Cook, M. J., Khambhati, A. N., Wagenaar, J. B., Worrell, G. A. & Litt, B., 2017, In : Brain. 140, 6, p. 1680-1691 12 p.

Research output: Contribution to journalArticle

41 Scopus citations

Dissecting gamma frequency activity during human memory processing

Kucewicz, M. T., Berry, B. M., Kremen, V., Brinkmann, B. H., Sperling, M. R., Jobst, B. C., Gross, R. E., Lega, B., Sheth, S. A., Stein, J. M., Das, S. R., Gorniak, R., Stead, S. M., Rizzuto, D. S., Kahana, M. J. & Worrell, G. A., May 1 2017, In : Brain. 140, 5, p. 1337-1350 14 p.

Research output: Contribution to journalArticle

26 Scopus citations

EEG-GRAPH: A factor-graph-based model for capturing spatial, temporal, and observational relationships in electroencephalograms

Varatharajah, Y., Chong, M. J., Saboo, K., Berry, B., Brinkmann, B., Worrell, G. A. & Iyer, R., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 5372-5381 10 p.

Research output: Contribution to journalConference article

2 Scopus citations

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

3 Scopus citations

SVM-Based System for Prediction of Epileptic Seizures from iEEG Signal

Shiao, H. T., Cherkassky, V., Lee, J., Veber, B., Patterson, E. E., Brinkmann, B. H. & Worrell, G. A., May 2017, In : IEEE Transactions on Biomedical Engineering. 64, 5, p. 1011-1022 12 p., 7501827.

Research output: Contribution to journalArticle

30 Scopus citations
2016

Correction: Forecasting seizures using bivariate intracranial EEG measures and SVM in naturally occurring canine epilepsy

Brinkmann, B., Patterson, E. E., Vite, C., Vasoli, V. M., Crepeau, D., Stead, S. M., Howbert, J. J., Cherkassky, V., Wagenaar, J. B., Litt, B. & Worrell, G. A., May 1 2016, In : PLoS One. 11, 5, e0156476.

Research output: Contribution to journalComment/debate

2 Scopus citations

Crowdsourcing reproducible seizure forecasting in human and canine epilepsy

Brinkmann, B. H., Wagenaar, J., Abbot, D., Adkins, P., Bosshard, S. C., Chen, M., Tieng, Q. M., He, J., Muñoz-Almaraz, F. J., Botella-Rocamora, P., Pardo, J., Zamora-Martinez, F., Hills, M., Wu, W., Korshunova, I., Cukierski, W., Vite, C., Patterson, E. E., Litt, B. & Worrell, G. A., Jan 1 2016, In : Brain. 139, 6, p. 1713-1722 10 p.

Research output: Contribution to journalArticle

75 Scopus citations

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

Large-scale electrophysiology acquisition, storage, and analysis

Stead, S. M., Bower, M. R., Brinkmann, B., Warren, C. & Worrell, G. A., Apr 19 2016, Epilepsy: The Intersection of Neurosciences, Biology, Mathematics, Engineering, and Physics. CRC Press, p. 409-416 8 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Neuroimaging of epilepsy

Cendes, F., Theodore, W. H., Brinkmann, B., Sulc, V. & Cascino, G. D., Dec 1 2016, Neuroimaging Part II, 2016. Elsevier B.V., Vol. 136. p. 985-1014 30 p. (Handbook of Clinical Neurology; vol. 136).

Research output: Chapter in Book/Report/Conference proceedingChapter

31 Scopus citations

Seizure Forecasting and The Preictal State in Canine Epilepsy

Varatharajah, Y., Iyer, R. K., Berry, B. M., Worrell, G. A. & Brinkmann, B., 2016, (Accepted/In press) In : International Journal of Neural Systems.

Research output: Contribution to journalArticle

16 Scopus citations

The functional organization of human epileptic hippocampus

Klimes, P., Duque, J. J., Brinkmann, B., Van Gompel, J., Stead, S. M., St Louis, E. K., Halamek, J., Jurak, P. & Worrell, G. A., Jun 1 2016, In : Journal of Neurophysiology. 115, 6, p. 3140-3145 6 p.

Research output: Contribution to journalArticle

6 Scopus citations
2015

Advanced SPECT image processing in MRI-negative refractory focal epilepsy

So, E. L., O’Brien, T. J. & Brinkmann, B., Jan 1 2015, MRI-Negative Epilepsy: Evaluation and Surgical Management. Cambridge University Press, p. 38-46 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Erratum: Noninvasive imaging of the high frequency brain activity in focal epilepsy patients (IEEE Transactions on Biomedical Engineering (2014) 61:6(1660-1667))

Lu, Y., Worrell, G. A., Zhang, H. C., Yang, L., Brinkmann, B., Nelson, C. & He, B., Aug 1 2015, In : IEEE Transactions on Biomedical Engineering. 62, 8, p. 2092 1 p., 7159150.

Research output: Contribution to journalArticle