Publications by authors named "Benjamin Kummer"

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Beyond Audio-Video Telehealth: Perspective on the Current State and Future Directions of Digital Neurological Care in the United States.
Benjamin R Kummer, Neil A Busis

JMIR Neurotechnol· December 2025

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Direct Clinical Applications of Natural Language Processing in Common Neurological Disorders: Scoping Review.
Ilana Lefkovitz, Samantha Walsh, Leah J Blank, Nathalie Jetté, Benjamin R Kummer

JMIR Neurotechnol· December 2025

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Financial distress among individuals with epilepsy: Insights from a nationwide survey analysis.
Jaan K Nandwani, Soonmyung A Hwang, Leah Blank, Benjamin R Kummer, Parul Agarwal

Seizure· December 2025

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Can smartwatches predict migraines?Using machine learning (ML) with wearable-derived nocturnal autonomic nervous system (ANS) and sleep metrics for headache prediction.
Lewis E Tomalin, Benjamin R Kummer, Maya C Campbell, Asala N Erekat, Fred Cohen

Res Sq· December 2025

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Operationalizing AI in Stroke Alerts: Balancing Sensitivity and Specificity in Predicting Acute Cerebrovascular Disease.
Margaret H Downes, Asala N Erekat, Benjamin R Kummer

Semin Neurol· December 2025

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A Comparison of Two Deep Learning Approaches to Distinguish Functional Dissociative from Epileptic Seizures Using Event Videos.
Asala N Erekat, Mark Dakov, Jacky Cheung, Megan Mackenzie, Stefano Malerba, Benjamin R Kummer

medRxiv· December 2025

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Transforming Neurology Referrals: Impacts of an eConsult Program on Need for Ambulatory Neurology Visits and Time to Appointments.
Margaret H Downes, Soonmyung A Hwang, Mark Dakov, Parul Agarwal, Benjamin R Kummer

Telemed J E Health· November 2025

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Artificial intelligence to predict modified rankin score after acute stroke symptoms using wrist-worn triaxial accelerometry data.
Benjamin R Kummer, Alexander Gerlach, Shaun Kohli, Joshua Z Willey, Ari Shechter

J Stroke Cerebrovasc Dis· November 2025

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Development and validation of International Classification of Diseases, 9th and 10th Revision, Clinical Modification-based algorithms to identify adult epilepsy in electronic health records.
Hernan Nicolas Lemus, Jonathan Goldstein, Hua-Hsin Tai, Jung-Yi Lin, Churl-Su Kwon, Benjamin Kummer

Epilepsia· September 2025

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Predicting Acute Cerebrovascular Events in Stroke Alerts Using Large-Language Models and Structured Data.
Asala N Erekat, Margaret H Downes, Laura K Stein, Bradley N Delman, Adam M Karp, Benjamin R Kummer

medRxiv· September 2025

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Population Health in Neurology and the Transformative Promise of Artificial Intelligence and Large Language Models.
Valdery Moura Junior, Benjamin R Kummer, Lidia M V R Moura

Semin Neurol· August 2025

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Neurologists and Clinical Informatics: Realizing the Potential of Digital Medicine.
Allan D Wu, Benjamin R Kummer

Semin Neurol· August 2025

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Neurology Practice Today and Tomorrow: The Path Forward.
Neil A Busis, Benjamin R Kummer

Semin Neurol· August 2025

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Generative Artificial Intelligence to Automate Cerebral Perfusion Mapping in Acute Ischemic Stroke from Non-contrast Head Computed Tomography Images: Pilot Study.
Nicholas J Primiano, Abhinav R Changa, Shaun Kohli, Hayit Greenspan, Noa Cahan, Benjamin R Kummer

J Imaging Inform Med· August 2025

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Healthcare utilization impacts of an eConsult program for headache at an academic medical center.
Margaret H Downes, Rachelle Morgenstern, Georges Naasan, Shanna Patterson, Anna Pace, Benjamin R Kummer

J Telemed Telecare· June 2025

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Sociodemographic biases in medical decision making by large language models.
Mahmud Omar, Shelly Soffer, Reem Agbareia, Nicola Luigi Bragazzi, Donald U Apakama, Benjamin Kummer

Nat Med· June 2025

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Machine learning to predict penumbra core mismatch in acute ischemic stroke using clinical note data.
Shaun Kohli, Parul Agarwal, Andy Ho Wing Chan, Asala Erekat, Girish Nadkarni, Benjamin Kummer

NPJ Digit Med· June 2025

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Health Care Utilization Patterns Associated with eConsults for Headache: Insights from an Urban Academic Medical Center.
Soonmyung Hwang, Parul Agarwal, Mark Dakov, Margaret H Downes, Benjamin R Kummer

Telemed J E Health· May 2025

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Clinical effectiveness, feasibility, acceptability, and usability of mobile health applications for epilepsy: A systematic review.
Evelyn Gotlieb, Shahab Marzoughi, Churl-Su Kwon, Michael Harmon, Maren Kimura, Benjamin R Kummer

Epilepsia· May 2025

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The reliability of medical illness reporting in a randomized clinical trial.
Rachelle Morgenstern, Avi Reichenberg, Benjamin Kummer, Nathalie Jette, Mark J Kupersmith

PLoS One· April 2025

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Utilization of Remote Patient Monitoring for Neurological Disorders: A Nationwide Analysis of Administrative Claims Data.
Soonmyung Hwang, Rebecca Baron, Vrinda Saxena, Parul Agarwal, Benjamin Kummer

Telemed J E Health· January 2025

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Descriptive Analysis of Patients Receiving Outpatient eConsults for Neurological Disorders in the United States.
Benjamin Kummer, Soonmyung Hwang, Parul Agarwal

Telemed J E Health· June 2024

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Implications of Large Language Models for Quality and Efficiency of Neurologic Care: Emerging Issues in Neurology.
Lidia Moura, David T Jones, Irfan S Sheikh, Shawn Murphy, Michael Kalfin, Benjamin R Kummer

Neurology· June 2024

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Teleneurology and Artificial Intelligence in Clinical Practice.
Elaine C Jones, Benjamin R Kummer, Jayne R Wilkinson

Continuum (Minneap Minn)· June 2024

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Editorial: The digitalization of neurology.
Daniel B Hier, Michael D Carrithers, Jorge M Rodríguez-Fernández, Benjamin Kummer

Front Digit Health· October 2023

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