Development of Evaluation System Using Photoplethysmography Sensors for Intradialytic Hypotension Monitoring

被引:0
|
作者
Wu, Ming-Jui [1 ,2 ]
Yen, Lim Bee [2 ]
Wu, Jian-Xing [3 ]
Du, Yi-Chun [2 ]
Ciou, Wei-Siang [2 ]
Chen, Shi-Han [2 ]
Hu, Hsiang-Wei [4 ]
机构
[1] Kaohsiung Vet Gen Hosp, Dept Internal Med, Tainan Branch, 427 Fuxing Rd, Tainan 710, Taiwan
[2] Southern Taiwan Univ Sci & Technol, Dept Elect Engn, 1 Nantai St, Tainan 710, Taiwan
[3] Natl Chin Yi Univ Technol, Dept Elect Engn, 57,Sec 2,Zhongshan Rd, Taichung 411, Taiwan
[4] Natl Cheng Kung Univ, Dept Biomed Engn, 1 Univ Rd, Tainan 701, Taiwan
关键词
hemodialysis (HD); blood pressure (BP); intradialytic hypotension (IDH); heart rate variability (HRV); arterial pressure (AP); HEMODIALYSIS;
D O I
10.18494/SAM.2020.2689
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Complications of hemodialysis (HD) treatment include hypotension, hypertension, imbalance syndrome, and chest pain. The incidence of hypotension ranges from 25 to 50%, making it as the most common complication during HD. Repeated hypotension causes blood stagnation and leads to excessive heart workload of patients. Moreover, clinical studies proposed that the incidence of hypotension has a high correlation with the rate of mortality. In clinical practice, blood pressure (BP) measurement by nursing staff every 30 to 60 min or the patient claiming of discomfort is required to detect intradialytic hypotension (IDH). In this study, we developed an evaluation system using photoplethysmography (PPG) sensors for IDH monitoring. The system acquired heart rate variability (HRV) from PPG sensors and arterial pressure (AP) from dialysis machines to provide an immediate classification of IDH risk. We divided IDH patients into three classes from low to high risk, with the third category having the highest risk. To verify the accuracy of the system, we designed a clinical trial to compare measurements obtained with the system with BP measurements taken by clinical staff. The results from 12 patients indicated that the accuracy of the proposed system was 90%, indicating its high potential to provide a simple and fast assistance system for assisting in the clinical evaluation of IDH.
引用
收藏
页码:1623 / 1632
页数:10
相关论文
共 50 条
  • [31] Evaluation of antihypertensive use in ESRD patients with intradialytic hypotension in the inpatient setting
    Nishimoto, Andrew
    Duhart, Benjamin T., Jr.
    Shoop, David
    Canada, Robert
    Hudson, Joanna Q.
    PHARMACOTHERAPY, 2015, 35 (11): : E278 - E278
  • [32] Wireless Wearable Photoplethysmography Sensors for Continuous Blood Pressure Monitoring
    Zhang, Yiyuan
    Berthelot, Melissa
    Lo, Benny
    2016 IEEE WIRELESS HEALTH (WH), 2016, : 81 - 88
  • [33] The Development of an Elderly Monitoring System with Multiple Sensors
    Takano, Yasunao
    Adachi, Hiroyuki
    Ochii, Hiroji
    Okazaki, Mikio
    Takeda, Sena
    ADVANCED INFORMATION NETWORKING AND APPLICATIONS, AINA-2022, VOL 2, 2022, 450 : 231 - 242
  • [34] Development of a system with integrated sensors for landslide monitoring
    Pedrielli, F.
    Petrucci, F.
    BOLLETTINO DI GEOFISICA TEORICA ED APPLICATA, 2019, 60 : S187 - S194
  • [35] The Accuracy of Wearable Photoplethysmography Sensors for Telehealth Monitoring: A Scoping Review
    Knight, Sheida
    Lipoth, Jessica
    Namvari, Mina
    Gu, Carol
    Ch, Mojtaba Hedayati
    Syed-Abdul, Shabbir
    Spiteri, Raymond J.
    TELEMEDICINE AND E-HEALTH, 2023, 29 (06) : 813 - 828
  • [36] A Prototype Wristwatch Device for Monitoring Vital Signs Using Multi-wavelength Photoplethysmography Sensors
    Nguyen Mai Hoang Long
    Kim, Jong-Jin
    Chung, Wan-Young
    INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2020, PT II, 2021, 12616 : 312 - 318
  • [37] Intestinal perfusion monitoring using photoplethysmography
    Akl, Tony J.
    Wilson, Mark A.
    Ericson, M. Nance
    Cote, Gerard L.
    JOURNAL OF BIOMEDICAL OPTICS, 2013, 18 (08)
  • [38] IMPLEMENTATION OF CLINICAL ALARM SYSTEM IS ASSOCIATED WITH REDUCTION OF THE RISK OF INTRADIALYTIC HYPOTENSION
    Lin, Hsuanming
    Liu, Chi Yuan
    Hu, Hsiang Wei
    Chen, Kuanyu
    Chu, Jennie Ting Hsuan
    Un, Chi Hin
    Wang, Jian-An
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2023, 38 : I1214 - I1215
  • [39] The Development of Road Evaluation and Monitoring System Using Database Application
    Setiawan, Bayu
    Setyawan, Ary
    Yulianto, Budi
    EXPLORING RESOURCES, PROCESS AND DESIGN FOR SUSTAINABLE URBAN DEVELOPMENT, 2019, 2114
  • [40] PROCEDURES FOR THE DEVELOPMENT AND EVALUATION OF SENSORS TO BE USED IN MONITORING WASTEWATER
    SCHUK, WW
    KUGELMAN, IJ
    ROSENKRANZ, WA
    WATER SCIENCE AND TECHNOLOGY, 1981, 13 (09) : 133 - 138