ArticleBME frontiers2026
Ultrasound Brain-Computer Interfaces for Transcranial Closed-Loop Neuromodulation.
Article in BME frontiers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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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.
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Authors and funding
2 authors.
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Abstract
Noninvasive brain-computer interfaces (BCIs) have advanced communication, assistive control, and neurorehabilitation, but most remain readout-oriented systems with limited capacity for deep targeting, focal intervention, and response-guided modulation. Ultrasound offers a distinct route to brain interfacing: functional ultrasound imaging provides spatially localized hemodynamic readout, although current human task-related evidence relies on surgically enabled acoustic access; transcranial focused ultrasound enables noninvasive modulation of cortical and subcortical circuits. We define an ultrasound BCI as a system that converts measured brain activity into a functionally useful output, with ultrasound providing readout, state-contingent write-in, or both; in the closed-loop framework considered here, response assessment updates or constrains subsequent modulation. This Perspective argues that ultrasound BCI should be viewed not as a replacement for established BCIs, but as a transcranial closed-loop acoustic neuromodulation platform. We clarify its boundaries, compare current evidence maturity, and outline translational routes for neurorehabilitation, abnormal brain-state intervention, and deep-brain neurofeedback.
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Registered trials
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