Aharonson Vered, Lazebnik Teddy, Sinai Alon, Nassar Maria, Senderova Inna, Constantinescu Marius, Tov Lior Lev, Schlesinger Ilana
School of Electrical and Information Engineering, University of the Witwatersrand, Johannesburg, South Africa.
Medical School, University of Nicosia, Nicosia, Cyprus.
Neurol Ther. 2025 Apr;14(2):565-574. doi: 10.1007/s40120-024-00705-7. Epub 2025 Jan 22.
Tremor in essential tremor and in tremor-dominant Parkinson's disease is assessed by subjective observations in patients undergoing focused ultrasound thalamotomy, a minimally invasive procedure intended to alleviate tremor in these patients.
To develop an objective tool for tremor analysis to be used before and after focused ultrasound thalamotomy treatment in the treated hand (contralateral to ablation) and non-treated (ipsilateral to ablation).
Using image processing and signal processing that utilized images of a Archimedes spiral drawing, we created a tool to analyze tremor. First, we showed that the proposed tool reproduces known clinical dynamics on the treated hand, and then we used it to evaluate the clinical dynamics on the non-treated hand.
Using the tool we developed, we were able to demonstrate a significant reduction in tremor following focused ultrasound thalamotomy among 132 essential tremor and 26 tremor-dominant Parkinson's disease patients in the treated hand using drawings of Archimedes spirals up to 1 year following the procedure. Thus, we reproduced known clinical data and therefore validated the proposed tool. In addition, we were able to demonstrate a significant improvement in the non-treated hand as well as a significant deterioration in the efficacy of focused ultrasound thalamotomy over time.
Our objective method, which incorporated image processing and signal processing, provided a quantitative measure of tremor reduction following focused ultrasound thalamotomy. It demonstrated significant improvement in tremors in the treated and non-treated hands following focused ultrasound thalamotomy as well as deterioration in the efficacy of treatment over time. If replicated in other studies, this method may complement current subjective assessments.
在接受聚焦超声丘脑切开术(一种旨在减轻这些患者震颤的微创手术)的患者中,原发性震颤和震颤为主型帕金森病的震颤是通过主观观察来评估的。
开发一种用于震颤分析的客观工具,以用于聚焦超声丘脑切开术治疗前后对治疗手(与消融对侧)和未治疗手(与消融同侧)的评估。
利用图像处理和信号处理,结合阿基米德螺旋线绘图的图像,我们创建了一种分析震颤的工具。首先,我们证明了所提出的工具能够重现治疗手上已知的临床动态,然后我们用它来评估未治疗手上的临床动态。
使用我们开发的工具,我们能够证明,在132例原发性震颤患者和26例震颤为主型帕金森病患者中,聚焦超声丘脑切开术后,利用阿基米德螺旋线绘图,在术后长达1年的时间里,治疗手的震颤有显著减轻。因此,我们重现了已知的临床数据,从而验证了所提出的工具。此外,我们还能够证明未治疗手也有显著改善,并且随着时间的推移,聚焦超声丘脑切开术的疗效有显著恶化。
我们结合图像处理和信号处理的客观方法,提供了一种聚焦超声丘脑切开术后震颤减轻的定量测量方法。它证明了聚焦超声丘脑切开术后治疗手和未治疗手的震颤都有显著改善,以及治疗效果随时间的恶化。如果在其他研究中得到重复验证,这种方法可能会补充当前的主观评估。