一种新的用于压力性尿失禁的自动超声定量尿道运动的可行性研究。

IF 2.1 4区 医学 Q2 ACOUSTICS
Kourosh Kalayeh, J Brian Fowlkes, Bryan S Sack, Jennifer LaCross, Stephanie Daignault-Newton, Payton Schmidt, Haowei Tai, William W Schultz, James A Ashton-Miller, John O DeLancey
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引用次数: 0

摘要

目的:压力性尿失禁(Stress urinary incontinence, SUI)是一种严重影响生活质量的常见病。尿道运动是SUI的一个重要因素,经会阴超声(tpu)成像可以清晰地显示这种运动;然而,其量化是有限的。跟踪和量化尿道运动的自动化系统可以提供更丰富的信息,并减少测量时观察者之间的影响。方法:作为技术开发的概念验证,我们使用了从同意的研究志愿者那里获得的商用扫描仪(GE医疗保健和飞利浦医疗保健)上的tpu电影环路。我们基于计算机视觉的基本概念开发了跟踪软件,特别是角点检测和光流跟踪算法。在这样做时,我们通过使用耻骨联合作为参考坐标系来解释无意的探针运动。结果:该系统成功地跟踪了Valsalva动作时尿道的运动。它可以准确地捕捉和量化复杂的运动,包括方向变化、旋转、不同结构的位移矢量和运动轨迹。这些测量值对探头的任何移动都进行了校正。我们展示了该系统在各种超声平台和视频格式的近实时分析中的效率和可靠性。组内信度和组间信度的相关系数分别超过0.89和0.5。结论:通过提供详细、客观的泌尿生殖器运动测量,该方法有可能促进对SUI的理解、诊断和治疗,从而有助于制定更有效的治疗策略。这篇方法学论文证实了自动量化尿道活动性的可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A New Automated Ultrasound Quantification of Urethral Mobility for Stress Urinary Incontinence: A Feasibility Study.

Objectives: Stress urinary incontinence (SUI) is a prevalent condition that can significantly affect quality of life. Urethral mobility is an important factor in SUI and transperineal ultrasound (TPUS) imaging can provide clear visualization of this movement; however, its quantification has been limited. An automated system to track and quantify urethral movement could provide richer information and reduce inter-observer effects on measurements.

Methods: As proof-of-concept for technique development, we used TPUS cine loops obtained on commercial scanners (GE Healthcare and Philips Healthcare) from consented research volunteers. We developed the tracking software based on fundamental concepts from computer vision, specifically corner detection and optical flow-based tracking algorithms. In doing so we account for inadvertent probe movements by using the symphysis pubis as a reference coordinate system.

Results: The system successfully tracks the motion of the urethra during Valsalva maneuvers. It accurately captures and quantifies complex movements, including directional shifts, rotations, displacement vectors of different structures, and the trajectory of motion. These measurements are corrected for any probe movement. We demonstrated the system's efficiency and reliability in near real-time analysis across various ultrasound platforms and video formats. The intraclass correlation coefficients exceeded 0.89 and 0.5 for intra- and inter-rater reliability, respectively.

Conclusions: By providing detailed, objective measurements of urogenital movement, this approach has potential to advance the understanding, diagnosis and treatment of SUI, which in turn, can help tailor more effective treatment strategies. This methodology paper confirms the feasibility of automated quantification of urethral mobility.

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来源期刊
CiteScore
5.10
自引率
4.30%
发文量
205
审稿时长
1.5 months
期刊介绍: The Journal of Ultrasound in Medicine (JUM) is dedicated to the rapid, accurate publication of original articles dealing with all aspects of medical ultrasound, particularly its direct application to patient care but also relevant basic science, advances in instrumentation, and biological effects. The journal is an official publication of the American Institute of Ultrasound in Medicine and publishes articles in a variety of categories, including Original Research papers, Review Articles, Pictorial Essays, Technical Innovations, Case Series, Letters to the Editor, and more, from an international bevy of countries in a continual effort to showcase and promote advances in the ultrasound community. Represented through these efforts are a wide variety of disciplines of ultrasound, including, but not limited to: -Basic Science- Breast Ultrasound- Contrast-Enhanced Ultrasound- Dermatology- Echocardiography- Elastography- Emergency Medicine- Fetal Echocardiography- Gastrointestinal Ultrasound- General and Abdominal Ultrasound- Genitourinary Ultrasound- Gynecologic Ultrasound- Head and Neck Ultrasound- High Frequency Clinical and Preclinical Imaging- Interventional-Intraoperative Ultrasound- Musculoskeletal Ultrasound- Neurosonology- Obstetric Ultrasound- Ophthalmologic Ultrasound- Pediatric Ultrasound- Point-of-Care Ultrasound- Public Policy- Superficial Structures- Therapeutic Ultrasound- Ultrasound Education- Ultrasound in Global Health- Urologic Ultrasound- Vascular Ultrasound
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