Evidence map›Paper›PMID 41612341›Full record

ArticleJournal of neuroengineering and rehabilitation2026

Brain-computer interface commercialization.

Jackson Powell, Anson Zhou

Abstract read
In one paragraph

Article in Journal of neuroengineering and rehabilitation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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

2 authors.

Jackson Powell *School of Medicine, Stanford University, Stanford, USA. powellj@stanford.edu.ORCID http://orcid.org/0000-0003-4302-1306
Anson Zhou *School of Medicine, Stanford University, Stanford, USA. ansonz@stanford.edu.ORCID http://orcid.org/0000-0001-6045-6083

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBrain-computer interfaces (BCIs) have emerged as powerful tools to restore neurological function lost due to injury or degeneration. Despite scientific advancements, successful commercialization remains challenging. This article analyzes two rehabilitative BCIs—the Argus II retinal prosthesis by Second Sight and the ARC-IM spinal cord stimulation system by Onward Medical—as case studies to highlight critical factors influencing their commercialization outcomes. MAIN TEXT: The Argus II, initially heralded as groundbreaking, restored partial vision to patients blinded by retinitis pigmentosa through direct retinal stimulation. Despite clinical success and initial regulatory approvals leveraging reduced barriers via humanitarian device exemptions, it struggled commercially due to an insufficient patient population, prohibitive manufacturing costs, and high procedural and postoperative rehabilitation costs. Physician adoption barriers, driven by the unfamiliar surgical procedure and reimbursement challenges, further limited its scalability, ultimately leading to market withdrawal. Conversely, Onward Medical adopted a phased commercialization approach with its ARC systems targeting spinal cord injuries. Initially releasing the non-invasive ARC-EX device, Onward built clinical traction and provider relationships, strategically fostering familiarity to minimize early risk and regulatory burden. Leveraging established spinal cord stimulation technology widely familiar to physicians, Onward positioned its invasive ARC-IM system more favorably for broader adoption. Despite remaining challenges, such as surgical complexity, postoperative rehabilitation infrastructure, and cost, this methodical strategy may significantly mitigate commercial and clinical barriers.

conclusionComparative analysis of Argus II and ARC-IM underscores that thoughtful commercialization strategies emphasizing phased product introduction, leveraging predicate technologies, and aligning closely with established clinical practices are essential to translating BCI technologies from scientific milestones into sustainable clinical solutions.

Indexed as

Brain-Computer InterfacesVisual ProsthesisHumansRetinitis PigmentosaSpinal Cord InjuriesSpinal Cord StimulationBrain-computer interfaceCommercializationMedical device marketPhysician adoptionRegulatory strategyRehabilitation technologyRetinal prosthesisSpinal cord injury

Identifiers

PMID41612341
PMCPMC12853816

What OpenQuestion holds

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Registered trials

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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.