Department of Dental Anesthesiology, Kyushu University Hospital, Fukuoka 819-0395, Japan.
Department of Clinical Engineering, Faculty of Health Care, Jikei University of Health Care Sciences, Osaka 532-0003, Japan.
Sensors (Basel). 2024 Aug 5;24(15):5068. doi: 10.3390/s24155068.
Hemodialysis therapy is an extracorporeal circulation treatment that serves as a substitute for renal function. In Japan, patients receive this efficient four-hour treatment, three times per week, allowing them to maintain a social life nearly equivalent to that of healthy individuals. Before the treatment, two punctures are performed to establish extracorporeal circulation, and a high blood flow rate is essential to ensure efficient therapy. Specialized blood vessels created through arteriovenous fistula (AVF) surgery are utilized to achieve high blood flow rates. Although the AVF allows safe and efficient dialysis treatment, AVF stenosis leads to a serious problem in dialysis. To early detect this abnormal blood flow, auscultation and palpation methods are widely used in hospitals. However, these methods can only provide qualitative judgment of the AVF condition, so the results cannot be shared among other doctors and staff. Additionally, since the conventional methods require contact with the skin, some issues require consideration regarding infection and low reproducibility. In our previous study, we proposed an alternative method for auscultation using non-contact optical imaging technology. This study aims to construct a reliable AVF stenosis detection method using Thrill waveform analysis based on the developed non-contact device to solve the problem with the contact palpation method. This paper demonstrates the performance validation of the non-contact imaging in the normal AVF group (206 total data, 75 patients, mean age: 69.1 years) and in the treatable stenosis group (107 total data, 17 patients, mean age: 70.1 years). The experimental results of the Mann-Whitney U test showed a significant difference (p=0.0002) between the normal and abnormal groups, which indicated the effectiveness of the proposed method as a new possible alternative to palpation.
血液透析治疗是一种体外循环治疗,可替代肾功能。在日本,患者每周接受三次高效的四小时治疗,使他们能够维持几乎与健康人相当的社交生活。在治疗前,需要进行两次穿刺以建立体外循环,并且需要高血流速度以确保高效治疗。通过动静脉瘘 (AVF) 手术创建的专用血管用于实现高血流速度。尽管 AVF 允许安全高效的透析治疗,但 AVF 狭窄会导致透析中的严重问题。为了早期发现这种异常血流,听诊和触诊方法在医院中广泛使用。然而,这些方法只能对 AVF 状况进行定性判断,因此结果无法在其他医生和工作人员之间共享。此外,由于传统方法需要接触皮肤,因此在感染和低重现性方面需要考虑一些问题。在我们之前的研究中,我们提出了一种使用非接触式光学成像技术进行听诊的替代方法。本研究旨在构建一种基于开发的非接触式设备的基于 Thrill 波形分析的可靠 AVF 狭窄检测方法,以解决接触式触诊方法的问题。本文展示了在正常 AVF 组(206 组总数据,75 名患者,平均年龄:69.1 岁)和可治疗狭窄组(107 组总数据,17 名患者,平均年龄:70.1 岁)中使用非接触式成像的性能验证。Mann-Whitney U 检验的实验结果显示正常组和异常组之间存在显著差异(p=0.0002),表明该方法作为触诊的新替代方法具有有效性。