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Record W4412090204 · doi:10.1080/17434440.2025.2530765

Magnetic resonance-guided ultrasound thalamotomy for essential tremor: a review

2025· review· en· W4412090204 on OpenAlexaff
Emmanuel De Schlichting, Ying Meng, Yuexi Huang, Ryan M. Jones, Kullervo Hynynen, Clement Hamani, Agessandro Abrahão, Benjamin Davidson, Nir Lipsman

Bibliographic record

VenueExpert Review of Medical Devices · 2025
Typereview
Languageen
FieldMedicine
TopicNeurological disorders and treatments
Canadian institutionsHealth Sciences CentreSunnybrook HospitalUniversity of TorontoSunnybrook Health Science Centre
Fundersnot available
KeywordsThalamotomyEssential tremorMagnetic resonance imagingMedicineUltrasoundRadiologyPhysical medicine and rehabilitationParkinson's diseaseDeep brain stimulationDisease

Abstract

fetched live from OpenAlex

INTRODUCTION: Essential tremor (ET) is a common neurological disorder characterized by involuntary, rhythmic shaking, primarily of the hands. While not life-threatening, ET significantly impairs quality of life. Pharmacological treatments, like beta-blockers or anticonvulsants, often have limited efficacy, leading patients to more aggressive alternatives such as surgical intervention. Recently, magnetic resonance-guided focused ultrasound has emerged as an alternative to surgical procedures, offering incisionless lesioning of the thalamus, resulting in immediate and sustained tremor reduction. AREAS COVERED: This review explores the MRgFUS technique in the treatment of ET, reviewing clinical efficacy, safety, and procedural advances. A literature search was conducted using PubMed for articles published between January 2015 and March 2024, with the terms: 'MRgFUS,' 'essential tremor,' 'focused ultrasound thalamotomy,' and 'bilateral thalamotomy.' Key points such as patient selection, skull density ratio, monitoring, thermal effects and tractography are discussed. EXPERT OPINION: MRgFUS has transformed the treatment of ET by providing a precise, incisionless alternative now included in clinical guidelines. Challenges such as SDR limitations or restricted approved-indications limit its extended use. Advances in targeting, thermometry and other biological effects such as histotripsy could expand accessibility and indications. By 2035, MRgFUS could become a standard outpatient procedure for ET and other brain disorders.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.005
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0040.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.040
GPT teacher head0.418
Teacher spread0.377 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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