Abstract
Objective measures of tremor could improve assessment of response to magnetic resonance-guided focused ultrasound (MRgFUS) for essential tremor in practice, but it is unclear whether image-derived metrics from spiral drawings reflect clinician judgment. In this study, we analyzed 410 spiral-drawing observations from 106 patients with essential tremor undergoing MRgFUS thalamotomy and compared two recent computer-vision measures with a simple geometric metric (total line length) against an ordinal clinical rating scale for tremor spiral scores using ordered logistic mixed-effects models. Only line length independently tracked worse clinician-rated severity (odds ratio(per 1 mm) 1.017, p < 0.01), whereas the two image-based scores showed no significant association. The model captured the expected treatment signature, with marked post-procedural improvement confined to the treated hand. These findings suggest that low-complexity interpretable features may better approximate clinically meaningful tremor severity than more elaborate image-processing metrics and support further validation against functional outcomes.
| Original language | English |
|---|---|
| Article number | 1848802 |
| Journal | Frontiers in Neurology |
| Volume | 17 |
| DOIs | |
| State | Published - 2026 |
Bibliographical note
Publisher Copyright:Copyright © 2026 Katson, Lazebnik, Har-Even, Glebov, Naamnih, Sinai, Nassar, Senderova, Constantinescu, Tov, Aharonson and Schlesinger.
Keywords
- MRI guided focused ultrasound
- clinical computer vision
- essential tremor
- image-based biomarkers
- model evaluation and validation
- spiral drawing analysis
ASJC Scopus subject areas
- Neurology
- Clinical Neurology
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