Method for cycle detection in sparse, irregularly sampled, long-term neuro-behavioral timeseries: Basis pursuit denoising with polynomial detrending of long-term, inter-ictal epileptiform activity

• Irena Balzekas ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: balzekas.irena@mayo.edu (IB); worrell.gregory@mayo.edu (GAW)

  Affiliations Bioelectronics, Neurophysiology, and Engineering Laboratory, Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America, Biomedical Engineering and Physiology Graduate Program, Mayo Clinic Graduate School of Biomedical Sciences, Rochester, Minnesota, United States of America, Mayo Clinic Alix School of Medicine, Rochester, Minnesota, United States of America, Mayo Clinic Medical Scientist Training Program, Rochester, Minnesota, United States of America

  https://orcid.org/0000-0003-2731-9188

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• Joshua Trzasko,

  Roles Conceptualization, Formal analysis, Methodology, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America

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• Grace Yu,

  Roles Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliations Mayo Clinic Alix School of Medicine, Rochester, Minnesota, United States of America, Mayo Clinic Medical Scientist Training Program, Rochester, Minnesota, United States of America

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• Thomas J. Richner,

  Roles Formal analysis, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Bioelectronics, Neurophysiology, and Engineering Laboratory, Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America

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• Filip Mivalt,

  Roles Data curation, Investigation, Project administration, Resources, Software, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Bioelectronics, Neurophysiology, and Engineering Laboratory, Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America, International Clinic Research Center, St. Anne’s University Research Hospital, Brno, Czech Republic, Faculty of Electrical Engineering and Communication, Department of Biomedical Engineering, Brno University of Technology, Brno, Czechia

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• Vladimir Sladky,

  Roles Data curation, Investigation, Methodology, Resources, Software, Writing – original draft, Writing – review & editing

  Affiliations Bioelectronics, Neurophysiology, and Engineering Laboratory, Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America, International Clinic Research Center, St. Anne’s University Research Hospital, Brno, Czech Republic, Faculty of Biomedical Engineering, Czech Technical University in Prague, Czechia

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• Nicholas M. Gregg,

  Roles Formal analysis, Software, Writing – original draft, Writing – review & editing

  Affiliation Bioelectronics, Neurophysiology, and Engineering Laboratory, Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America

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• Jamie Van Gompel,

  Roles Investigation, Writing – original draft, Writing – review & editing

  Affiliation Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, United States of America

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• Kai Miller,

  Roles Investigation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Neurosurgery, Mayo Clinic, Rochester, Minnesota, United States of America

  https://orcid.org/0000-0002-6687-6422

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• Paul E. Croarkin,

  Roles Conceptualization, Investigation, Resources, Supervision, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, United States of America

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• Vaclav Kremen,

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Bioelectronics, Neurophysiology, and Engineering Laboratory, Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America, Czech Institute of Informatics, Robotics and Cybernetics, Czech Technical University in Prague, Prague, Czechia

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• Gregory A. Worrell

  Roles Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Supervision, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: balzekas.irena@mayo.edu (IB); worrell.gregory@mayo.edu (GAW)

  Affiliations Bioelectronics, Neurophysiology, and Engineering Laboratory, Department of Neurology, Mayo Clinic, Rochester, Minnesota, United States of America, Biomedical Engineering and Physiology Graduate Program, Mayo Clinic Graduate School of Biomedical Sciences, Rochester, Minnesota, United States of America

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