Back

Combined accelerometry and writing analysis for quantifying tremor during focused ultrasound thalamotomy

Toader, A. E.; Useinovic, N.; Shafie, B.; Henn, M. C.; Joyce, M.; Smith, H. D.; Neilson, L. E.; Safarpour, D.; Raslan, A. M.; Cleary, D. C.

2025-07-30 neurology
10.1101/2025.07.29.25332395 medRxiv
Show abstract

BackgroundMRI-guided focused ultrasound (MRgFUS) thalamotomy treats tremors in essential tremor (ET). Identifying the correct area to ablate relies on subjective physician assessment of tremor improvement during treatment. To address this limitation, objective quantification of tremor severity during MRgFUS using an MRI-compatible accelerometer and tablet was performed. ObjectiveTo develop and evaluate an objective method for quantifying tremor progression during MRgFUS. MethodsForty patients undergoing MRgFUS thalamotomy for control of tremor were evaluated during the procedure using analysis of drawn Archimedean spirals and a pen-mounted accelerometer. The severity of the tremor was determined by analysis of the rhythmic oscillatory patterns present in the drawings and accelerometer recordings after each sonication delivered. The patients drawings were evaluated by two movement disorder neurologists, using the drawing subsection of The Essential Tremor Rating Scale (TETRAS), and subsequently compared to the TETRAS score. ResultsThe average improvements in tremor after MRgFUS thalamotomy measured by our methods were: 63.6{+/-}7% by accelerometer analysis, 72.4{+/-}9.9% by written spiral analysis, 68{+/-}6.7% by combining the accelerometer and written spiral analysis, and 33.6{+/-}3.1% by TETRAS analysis (mean {+/-} SEM). Stratifying improvement on the basis of temperature shows improvement of 22.8{+/-}4.4% at <50{degrees}C, 48.9{+/-}5.5% at 50-53 {degrees}C, and 70.8{+/-}2.9% at >53{degrees}C. ConclusionsThe performance of accelerometer and written spiral analysis shows a trend comparable to human analysis of the spirals but had greater sensitivity for subtle changes. This system of analysis provides an objective and instantaneous measure of tremor improvement during MRgFUS, potentially making the procedure safer and more efficient.

Published in Journal of Neurosurgery · not in our set (fewer than 10 published preprints to learn from) · training set

Matching journals

The top 11 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.