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Aaron F. Struck

University of Wisconsin-Madison - Department of Neurology

SCHOLARLY PAPERS

5

DOWNLOADS

299

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Why Interpretable Causal Inference is Important for High-Stakes Medical Decision Making in Neurology and How to Do it

Number of pages: 31 Posted: 25 Mar 2022
Duke University - Duke University School of Law, University of North Carolina (UNC) at Chapel Hill - Department of Statistics, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University, University of Illinois at Chicago - Grainger College of Engineering, Harvard University - Department of Neurology, University of Wisconsin-Madison - Department of Neurology, Duke University - Duke University School of Law, Duke University - Department of Computer Science and Harvard University - Department of Neurology
Downloads 128 (569,079)

Abstract:

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Interpretability, Causal Inference, Machine Learning, Seizures, Critical Care, Epileptiform Activity

2.

Automated Extraction of Seizures and Ictal-Interictal Continuum Patterns from EEG Reports to Enable Large-Scale Neurophysiology and Neurocritical Care Research

Number of pages: 20 Posted: 19 Sep 2025
affiliation not provided to SSRN, Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital, affiliation not provided to SSRN, Harvard University - Beth Israel Deaconess Medical Center, affiliation not provided to SSRN, Harvard University - Harvard Medical School, affiliation not provided to SSRN, Harvard University - Beth Israel Deaconess Medical Center, University of Wisconsin-Madison - Department of Neurology, Yale University - School of Medicine, Harvard University - Department of Neurology and Harvard University - Department of Neurology
Downloads 77 (867,774)

Abstract:

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EEG, LLM, NLP, Periodic Discharge, Rhythmic Delta Activity, Seizure

3.

Effects of Epileptiform Activity on Discharge Outcome in Critically Ill Patients: A Retrospective Cross-Sectional Study

Number of pages: 18 Posted: 26 Aug 2022
Duke University - Duke University School of Law, University of North Carolina (UNC) at Chapel Hill - Department of Statistics and Operation Research, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Epidemiology, University of Illinois at Chicago - Grainger College of Engineering, University of Wisconsin-Madison - Department of Neurology, Duke University - Duke University School of Law, Duke University - Department of Computer Science and Harvard University - Department of Neurology
Downloads 68 (899,324)

Abstract:

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Epileptiform activity, modified Rankin Scale, anti-seizure medications, causal inference

4.

Epileptiform Activity Burden and Clinical Outcomes in 20 675 Hospitalized Patients: A Retrospective Multicenter Cohort Study

Number of pages: 15 Posted: 14 May 2026
Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital, Harvard University - Beth Israel Deaconess Medical Center, Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital, Harvard University - Beth Israel Deaconess Medical Center, Yale University - School of Medicine, University of Wisconsin-Madison - Department of Neurology, Harvard University - Department of Neurology and Harvard University - Department of Neurology
Downloads 26 (1,436,435)

Abstract:

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Epileptiform activity, rhythmic and periodic patterns, functional outcomes, mRS

5.

Interrater Reliability of Experts in Identifying Seizures and Highly Epileptiform Events in Electroencephalograms

Posted: 22 Mar 2022
Harvard University - Department of Neurology, Harvard University - Department of Neurology, University of Wisconsin-Madison - Department of Neurology, Harvard University - Massachusetts General Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Wisconsin-Madison, affiliation not provided to SSRN, Emory University - School of Medicine, Medical University of South Carolina, University of Manitoba, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Nebraska Medical Center, affiliation not provided to SSRN, University of Nebraska Medical Center, Medical University of South Carolina, affiliation not provided to SSRN, Yale University - School of Medicine, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Emory University - School of Medicine, affiliation not provided to SSRN, affiliation not provided to SSRN, Yale University - School of Medicine, affiliation not provided to SSRN, affiliation not provided to SSRN, New York University (NYU) - Grossman School of Medicine, St. Joseph's Hospital and Medical Center - Barrow Neurological Institute, Mater Misericordiae University Hospital, University of Pennsylvania, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Harvard University - Berenson-Allen Center for Noninvasive Brain Stimulation, Harvard University - Massachusetts General Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, Harvard University - Massachusetts General Hospital, Harvard University - Department of Neurology, University of Illinois at Chicago - Grainger College of Engineering and Harvard University - Department of Neurology

Abstract:

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EEG, Epilepsy, Seizure, IIIC, IRR