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数字图像散斑相关技术(DISC):用于神经和精神疾病的面部肌肉追踪

Digital Image Speckle Correlation (DISC): Facial Muscle Tracking for Neurological and Psychiatric Disorders.

作者信息

Fu Shi, Polak Pawel, Fiore Susan, Passman Justin N, Davis Raphael, Manu Lucian M, Rafailovich Miriam

机构信息

Department of Materials Science and Chemical Engineering, Stony Brook University, Stony Brook, NY 11794, USA.

Department of Applied Mathematics and Statistics, Stony Brook University, Stony Brook, NY 11794, USA.

出版信息

Diagnostics (Basel). 2025 Jun 20;15(13):1574. doi: 10.3390/diagnostics15131574.

Abstract

: Quantitative assessments of facial muscle function and cognitive responses can enhance the clinic evaluations in neuromuscular disorders such as Bell's palsy and psychiatric conditions including anxiety and depression. This study explored the application of Digital Image Speckle Correlation (DISC) in detecting enervation of facial musculature and assessing reaction times in response to visual stimuli. : A consistent video recording setup was used to capture facial movements of human subjects in response to visual stimuli from a calibrated database. The DISC method utilizes the displacement of naturally occurring skin pores to map the specific locus of underlying muscular movement. The technique was applied to two distinct case studies: Patient 1 had unilateral Bell's palsy and was monitored for 1 month of recovery. Patient 2 had a comorbidity of refractory depression and anxiety disorders with ketamine treatment and was assessed over 3 consecutive weekly visits. For patient 1, facial asymmetry was calculated by comparing left-to-right displacement signals. For patient 2, visual reaction time was measured, and facial motion intensity and response rate were compared with self-reported depression and anxiety scales. : DISC effectively mapped biomechanical properties of facial motions, providing detailed spatial and temporal resolution of muscle activity. In a control cohort of 10 subjects, when executing a facial expression, the degree of left/right facial asymmetry was determined to be 13.2 (8)%. And showed a robust response in an average of 275 (81) milliseconds to five out of the five images shown. For patient 1, obtained an initial asymmetry of nearly 100%, which decreased steadily to 20% in one month, demonstrating a progressive recovery. Patient 2 exhibited a prolonged reaction time of 518 (93) milliseconds and reduced response rates compared with controls of 275 (81) milliseconds and a decrease in the overall rate of response relative to the control group. The data obtained before treatment in three visits correlated strongly with selected depression and anxiety scores. : These findings highlight the utility of DISC in enhancing clinical monitoring, complementing traditional examinations and self-reported measures.

摘要

对面部肌肉功能和认知反应的定量评估可以加强对诸如贝尔氏面瘫等神经肌肉疾病以及包括焦虑和抑郁在内的精神疾病的临床评估。本研究探讨了数字图像散斑相关技术(DISC)在检测面部肌肉组织失神经支配以及评估对视觉刺激的反应时间方面的应用。:使用一致的视频记录装置来捕捉人类受试者对来自校准数据库的视觉刺激做出的面部动作。DISC方法利用自然存在的皮肤毛孔的位移来绘制潜在肌肉运动的特定轨迹。该技术应用于两个不同的案例研究:患者1患有单侧贝尔氏面瘫,并在恢复的1个月内接受监测。患者2患有难治性抑郁和焦虑症合并症并接受氯胺酮治疗,连续3周每周进行评估。对于患者1,通过比较左右位移信号来计算面部不对称性。对于患者2,测量视觉反应时间,并将面部运动强度和反应率与自我报告的抑郁和焦虑量表进行比较。:DISC有效地绘制了面部动作的生物力学特性,提供了肌肉活动的详细空间和时间分辨率。在一个由10名受试者组成的对照组中,当执行面部表情时,左右面部不对称程度被确定为13.2(8)%。并且对显示的五张图像中的五张平均在275(81)毫秒内表现出强烈反应。对于患者1,初始不对称率接近100%,在一个月内稳步下降至20%,表明逐渐恢复。患者2表现出延长的反应时间518(93)毫秒,与对照组的275(81)毫秒相比反应率降低,并且相对于对照组整体反应率下降。在三次就诊中治疗前获得的数据与选定的抑郁和焦虑评分密切相关。:这些发现突出了DISC在加强临床监测、补充传统检查和自我报告测量方面的效用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0124/12249283/14d819fd561c/diagnostics-15-01574-g001.jpg

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