TY - JOUR
T1 - Less is more
T2 - comparison of automated spiral-drawing metrics with clinician-rated tremor scores after MRgFUS thalamotomy
AU - Katson, Mark
AU - Lazebnik, Teddy
AU - Har-Even, Meirav
AU - Glebov, Maxim
AU - Naamnih, Fawzia
AU - Sinai, Alon
AU - Nassar, Maria
AU - Senderova, Inna
AU - Constantinescu, Marius
AU - Tov, Lior Lev
AU - Aharonson, Vered
AU - Schlesinger, Ilana
N1 - Publisher Copyright:
Copyright © 2026 Katson, Lazebnik, Har-Even, Glebov, Naamnih, Sinai, Nassar, Senderova, Constantinescu, Tov, Aharonson and Schlesinger.
PY - 2026
Y1 - 2026
N2 - 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.
AB - 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.
KW - MRI guided focused ultrasound
KW - clinical computer vision
KW - essential tremor
KW - image-based biomarkers
KW - model evaluation and validation
KW - spiral drawing analysis
UR - https://www.scopus.com/pages/publications/105047487578
U2 - 10.3389/fneur.2026.1848802
DO - 10.3389/fneur.2026.1848802
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AN - SCOPUS:105047487578
SN - 1664-2295
VL - 17
JO - Frontiers in Neurology
JF - Frontiers in Neurology
M1 - 1848802
ER -