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
  • [1] Prediction of Intradialytic Hypotension Using Photoplethysmography
    Solem, Kristian
    Olde, Bo
    Sornmo, Leif
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2010, 57 (07) : 1611 - 1619
  • [2] Evaluation of intradialytic hypotension using impedance cardiography
    Bayya, Abed
    Rubinger, Dvora
    Linton, David Michael
    Sviri, Sigal
    INTERNATIONAL UROLOGY AND NEPHROLOGY, 2011, 43 (03) : 855 - 864
  • [3] Evaluation of intradialytic hypotension using impedance cardiography
    Abed Bayya
    Dvora Rubinger
    David Michael Linton
    Sigal Sviri
    International Urology and Nephrology, 2011, 43 : 855 - 864
  • [4] Monitoring for intradialytic hypotension: An audit of nursing practice
    McIntyre, David
    Havas, Kathryn
    Bonner, Ann
    JOURNAL OF RENAL CARE, 2021, 47 (01) : 27 - 33
  • [5] A WSN-based Wireless Monitoring System for Intradialytic Hypotension of Dialysis Patients
    Wu, Yung-Cheng
    Lai, Tzu-Yun
    Lin, Tzu-Shiang
    Wang, Jiing-Yi
    Shieh, Jyh-Cherng
    Jiang, Joe-Air
    Chang, Wen-Dien
    Tsai, Chien-Tsung
    Hsu, Chien-Kang
    2009 IEEE SENSORS, VOLS 1-3, 2009, : BR1 - BR2
  • [6] Intradialytic hypotension related episodes identification based on the most effective features of photoplethysmography signal
    Nafisi, Vahid Reza
    Shahabi, Mina
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2018, 157 : 1 - 9
  • [7] BLOOD VOLUME MONITORING (BVM) PREVENTS INTRADIALYTIC HYPOTENSION
    Anita, Saxena
    Amit, Gupta
    Rajkumar, Sharma
    NEPHROLOGY, 2014, 19 : 183 - 183
  • [8] Evaluation of autonomic nervous system activity in intradialytic hypotension using entropy and skin sympathetic nerve activity
    Li, Jiayi
    Xing, Yantao
    Zhang, Yike
    Cui, Chang
    Wang, Jing
    Li, Jianqing
    Liu, Chengyu
    FRONTIERS IN NEUROSCIENCE, 2023, 17
  • [9] Monitoring transcellular fluid shifts during episodes of intradialytic hypotension using bioimpedance spectroscopy
    Ismail, Abdul Hamid
    Gross, Theresa
    Schlieper, Georg
    Walter, Marian
    Eitner, Frank
    Floege, Juergen
    Leonhardt, Steffen
    CLINICAL KIDNEY JOURNAL, 2021, 14 (01) : 149 - 155
  • [10] Theoretical evaluation of the influence of displacement on finger photoplethysmography for wearable health monitoring sensors
    Rhee, Sokwoo
    Yang, Boo-Ho
    Asada, Haruhiko H.
    American Society of Mechanical Engineers, Dynamic Systems and Control Division (Publication) DSC, 1999, 67 : 589 - 596