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LLMS at the Bedside – Improving Patient Education Materials and Informed Consent in Neuromodulation

Part of Artificial Intelligence and Large Language Models in Neuromodulation

Details

Date
Friday, January 22, 2027
Time
10:50 AM – 11:05 AM
Session type
Concurrent Session
Schedule
See this day

About

Artificial intelligence and large language models (LLMs) are reshaping neuromodulation at every level of care - from how patients first learn about their diagnosis, to how adaptive stimulation algorithms respond in real time, to how Medicare determines whether a therapy will be covered at all. This rapid integration is generating profound new capabilities, but also profound new questions. This session examines the growing role of AI and LLMs across the neuromodulation care continuum through a neuroethics lens. Speakers will present evidence on LLM-assisted patient education materials and informed consent processes; review the Boston Scientific Illuminate platform as a real-world example of AI-driven adaptive therapy; explore the Medicare WISeR model as a case study in algorithmic prior authorization and its downstream effects on access; and critically examine the data infrastructure that makes AI-powered neuromodulation possible - along with the privacy, equity, and autonomy concerns that come with it. Throughout, the session centers on patient perspectives: Who consents to their neural data being used? Who benefits when AI optimizes a therapy - and who may be left behind? What obligations do clinicians, industry, and payers bear when algorithmic systems mediate care? Attendees will leave with a richer understanding of both the promise and the ethical stakes of AI in neuromodulation, and with practical frameworks for responsible integration.

Presenters

  • Laura Y. Cabrera, MA, PhD

    Laura Y. Cabrera, MA, PhD

    Professor

    The Pennsylvania State University · University Park, Pennsylvania

    Dr. Cabrera is the Dorothy Foehr Huck and J. Lloyd Huck Chair in Neuroethics. She is Professor of Engineering Science and Mechanics, and Philosophy at Penn State University. She is a Senior Research Associate at the Rock Ethics Institute, and Associate Director of Neuroethics and Engagement with the Center for Neural Engineering. Trained both as an engineer and an applied ethicists her work is at the interface of normative, conceptual and empirical approaches, exploring attitudes and ethical concerns of professionals, patients and members of the public toward brain interventions and other technologies. Dr. Cabrera's research interests focus on the ethical, societal, policy, and cultural implications of the design, development and use of neurotechnologies and other disruptive technologies. Dr. Cabrera is chair of the P7700 -Recommended Practice for the Responsible Design and Development of Neurotechnologies - Standard Development Group, member of the International Neuroethics Society (INS) Board of Directors and Advisory Board of IEEE BRAIN. She is also past chair of the IEEE Brain Neuroethics Subcommittee. She is a Senior IEEE Member.