Review in Journal of neural engineering, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
2 · The registry
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what money
Authors and funding
29 authors.
Frederik LampertDepartment of Neurosurgery, Mayo Clinic, Rochester, MN, United States of America.ORCID 0009-0000-1479-2975
Matthew R BakerDepartment of Neurosurgery, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0002-5901-5958
Michael A JensenDepartment of Neurosurgery, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0002-5191-7244
Amir H AyyoubiDepartment of Bioinformatics and Computational Biology, University of Minnesota, Minneapolis, MN, United States of America.ORCID 0000-0001-6140-6221
Jessica L BowersockDepartment of Neurological Surgery, University of Louisville, Louisville, KY, United States of America.ORCID 0000-0002-0577-1184
Rosana EstellerBoston Scientific: Neuromodulation, Research and Advanced Concepts Team, Valencia, CA, United States of America.ORCID 0000-0003-3030-610X
Jeffrey A HerronDepartment of Neurological Surgery, University of Washington, Seattle, WA, United States of America.ORCID 0000-0002-9813-0094
Graham W JohnsonDepartment of Neurosurgery, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0002-9154-4315
Daryl R KipkeNeuroNexus Technologies, Ann Arbor, MI, United States of America.
Christopher K KovachUniversity of Nebraska Medical Center, Omaha, NE, United States of America.ORCID 0000-0002-0117-151X
Vaclav KremenDepartment of Neurology, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0001-9844-7617
Filip MivaltDepartment of Neurology, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0002-0693-9495
Joseph S NeimatDepartment of Neurological Surgery, University of Louisville, Louisville, KY, United States of America.ORCID 0000-0002-1114-8938
Theoden I NetoffDepartment of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States of America.ORCID 0000-0002-0115-1930
Enrico OpriDepartment of Biomedical Engineering, University of Michigan College of Engineering, Ann Arbor, MI, United States of America.ORCID 0000-0002-7774-4142
Alexander RockhillDepartments of Neurological Surgery, Oregon Health & Science University, Portland, OR, United States of America.ORCID 0000-0003-3868-7453
Joshua M RosenowDepartment of Neurosurgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America.ORCID 0000-0001-7726-2496
Kristin K SellersDepartment of Neurosurgery, University of California, San Francisco, CA, United States of America.ORCID 0000-0002-0517-2296
Nathan P StaffDepartment of Neurology, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0001-6760-3859
Chandra Prakash SwamyDepartment of Neurosurgery, Mayo Clinic, Rochester, MN, United States of America.ORCID 0009-0009-1216-0048
Ashwin ViswanathanDepartment of Neurosurgery, Baylor College of Medicine, Houston, TX, United States of America.ORCID 0000-0002-9602-8563
Gerwin SchalkDepartment of Electronic & Electrical Engineering, University of Bath, Bath, United Kingdom.ORCID 0000-0003-3443-9487
Timothy DenisonDepartment of Engineering Sciences, Oxford University, Oxford, United Kingdom.ORCID 0000-0002-5404-4004
Dora HermesDepartment of Neurosurgery, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0002-8683-8909
Nuri F InceDepartment of Neurosurgery, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0003-4985-4528
Peter BrunnerDepartment of Neurosurgery, Washington University School of Medicine, St Louis, MO, United States of America.ORCID 0000-0002-2588-2754
Gregory A WorrellDepartment of Neurology, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0003-2916-0553
Kai J MillerDepartment of Neurosurgery, Mayo Clinic, Rochester, MN, United States of America.ORCID 0000-0002-6687-6422
Funding
Reliable Seizure Prediction Using Physiological Signals and Machine LearningR01NS092882 · NINDS · MAYO CLINIC ROCHESTER · PI Gregory A Worrell · 2015 to 2026
$5.7M
An Ecosystem of Technology and Protocols for Adaptive Neuromodulation Research in HumansU01NS128612 · NINDS · MAYO CLINIC ROCHESTER · PI Peter Brunner, Kai Miller · 2022 to 2026
$4.5M
Motor Recovery through Plasticity-Inducing Cortical StimulationUH3NS121565 · NINDS · UNIVERSITY OF WASHINGTON · PI Steven C. Cramer, Jeffrey G Ojemann · 2022 to 2026
$4.5M
Accelerating Dissemination of Implantable Neurotechnology for Clinical ResearchU24NS113637 · NINDS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI BORTON, DAVID ALLENSON, DENISON, TIMOTHY · 2020 to 2024
$4.4M
Neurophysiologically Based Brain State Tracking & Modulation in Focal EpilepsyUH2NS095495 · NINDS · MAYO CLINIC ROCHESTER · PI WORRELL, GREGORY A · 2015 to 2018
$4.2M
Acute Modulation of Stereotyped High Frequency Oscillations with a Closed-Loop Brain Interchange System in Drug Resistant EpilepsyUH3NS117944 · NINDS · UNIVERSITY OF HOUSTON · PI Nuri Firat Ince · 2021 to 2026
$2.9M
Neurophysiologically Based Brain State Tracking & Modulation in Focal EpilepsyUH3NS095495 · NINDS · MAYO CLINIC ROCHESTER · PI WORRELL, GREGORY A · 2019 to 2021
$2.8M
Investigation of Stereotyped High-Frequency Oscillations with Computational Intelligence for the Prediction of Seizure Onset Zone in EpilepsyR01NS112497 · NINDS · UNIVERSITY OF HOUSTON · PI INCE, NURI FIRAT · 2019 to 2023
$2.3M
Oscillatory Neural Correlates of Motor Phenotypes in Parkinson DiseaseR01NS124650 · NINDS · UNIVERSITY OF HOUSTON · PI Nuri Firat Ince, Ashwin Viswanathan · 2022 to 2026
$1.9M
CRCNS: Processing speed in the human connectome across the lifespanR01MH122258 · NIMH · MAYO CLINIC ROCHESTER · PI HERMES, DORA · 2019 to 2023
$1.8M
Optimizing Pharmacotherapy with Noninvasive Wearable Sensors and Subscalp EEGUH3NS123066 · NINDS · MAYO CLINIC ROCHESTER · PI Benjamin H Brinkmann, Gregory A Worrell · 2025 to 2026
Adaptive neuromodulation systems and implantable brain-computer interfaces have made notable strides in recent years, translating experimental prototypes into clinical applications and garnering substantial attention from the public. This surge in interest is accompanied by increased scrutiny related to the safety, efficacy, and ethical implications of these systems, all of which must be directly addressed as we introduce new neurotechnologies. In response, we have synthesized the insights resulting from discussions between groups of experts in the field and summarized them into five key domains essential to therapeutic device development: (1) analyzing current landscape of neuromodulation devices and translational platforms (2) identifying clinical need, (3) understanding neural mechanisms, (4) designing viable technologies, and (5) addressing ethical concerns. The role of translational research platforms that allow rapid, iterative testing of hypotheses in both preclinical and clinical settings is emphasized. These platforms must balance experimental flexibility with patient safety and clear clinical benefit. Furthermore, requirements for interoperability, modularity, and wireless communication protocols are explored to support long-term usability and scalability. The current regulatory processes and funding models are examined alongside the ethical responsibilities of researchers and device manufacturers. Special attention is given to the role of patients as active contributors to research and to the long-term obligations we have to them as the primary burden-bearers of the implanted neurotechnologies. This article represents a synthesis of scientific, engineering, and clinical viewpoints to inform key stakeholders in the neuromodulation and brain-computer interface spaces.
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.
Adaptive neuromodulation dialogues: navigating current challenges and emerging innovations in neuromodulation system development. · full record | OpenQuestion