Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy

Benjamin H. Brinkmann; Edward E. Patterson; Charles Vite; Vincent M. Vasoli; Daniel Crepeau; Matt Stead; J. Jeffry Howbert; Vladimir Cherkassky; Joost B. Wagenaar; Brian Litt; Gregory A. Worrell

doi:10.1371/journal.pone.0133900

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Open Access

Peer-reviewed

Research Article

Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy

Benjamin H. Brinkmann ,

* E-mail: brinkmann.benjamin@mayo.edu

Affiliation Mayo Systems Electrophysiology Laboratory, Mayo Clinic, Rochester, MN, United States of America
⨯
Edward E. Patterson,

Affiliation Veterinary Medical Center, University of Minnesota, St. Paul, MN, United States of America
⨯
Charles Vite,

Affiliation School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, United States of America
⨯
Vincent M. Vasoli,

Current Address: Medtronic Inc., Fridley, MN, United States of America

Affiliation Mayo Systems Electrophysiology Laboratory, Mayo Clinic, Rochester, MN, United States of America
⨯
Daniel Crepeau,

Affiliation Mayo Systems Electrophysiology Laboratory, Mayo Clinic, Rochester, MN, United States of America
⨯
Matt Stead,

Affiliation Mayo Systems Electrophysiology Laboratory, Mayo Clinic, Rochester, MN, United States of America
⨯
J. Jeffry Howbert,

Current Address: Genome Sciences, University of Washington, Seattle WA, United States of America

Affiliation NeuroVista Inc. Seattle, WA, United States of America
⨯
Vladimir Cherkassky,

Affiliation Department of Electrical and Computer Engineering, University of Minnesota, St. Paul, MN, United States of America
⨯
Joost B. Wagenaar,

Affiliation Penn Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA, United States of America
⨯
Brian Litt,

Affiliation Penn Center for Neuroengineering and Therapeutics, University of Pennsylvania, Philadelphia, PA, United States of America
⨯
Gregory A. Worrell

Affiliation Mayo Systems Electrophysiology Laboratory, Mayo Clinic, Rochester, MN, United States of America
⨯

Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy

Benjamin H. Brinkmann,
Edward E. Patterson,
Charles Vite,
Vincent M. Vasoli,
Daniel Crepeau,
Matt Stead,
J. Jeffry Howbert,
Vladimir Cherkassky,
Joost B. Wagenaar,
Brian Litt

Published: August 4, 2015
https://doi.org/10.1371/journal.pone.0133900

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