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
  • [21] Using dialysis machine technology to reduce intradialytic hypotension
    Davenport, Andrew
    HEMODIALYSIS INTERNATIONAL, 2011, 15 : S37 - S42
  • [22] Prediction of Intradialytic Hypotension Using PPG Signal Features
    Shahabi, Mina
    Nafisi, Vahid Reza
    Pak, Fatemeh
    2015 22ND IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING (ICBME), 2015, : 399 - 404
  • [23] Predicting intradialytic hypotension using heart rate variability
    Samel Park
    Wook-Joon Kim
    Nam-Jun Cho
    Chi-Young Choi
    Nam Hun Heo
    Hyo-Wook Gil
    Eun Young Lee
    Scientific Reports, 9
  • [24] Wearable System Integrating Dual Piezoresistive and Photoplethysmography Sensors for Simultaneous Pulse Wave Monitoring
    Jafarizadeh, Borzooye
    Chowdhury, Azmal Huda
    Sozal, Md Shariful Islam
    Cheng, Zhe
    Pala, Nezih
    Wang, Chunlei
    ACS APPLIED MATERIALS & INTERFACES, 2024, 16 (47) : 65402 - 65413
  • [25] Development of a Deep Learning Model for Predicting Intradialytic Hypotension Using Multicenter Clinical Data Warehouse
    Lee, Hanbi
    Chung, Sungjin
    Yang, Chul Woo
    Koh, Eun Sil
    Chung, Byung Ha
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2022, 33 (11): : 705 - 705
  • [26] THE VALUE OF CONTINUOUS MONITORING OF HEMATOCRIT (INTRAVASCULAR VOLUME) IN PREDICTING INTRADIALYTIC HYPOTENSION (IH)
    LEYPOLDT, JK
    CHEUNG, AK
    STEUER, RR
    CONIS, JM
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 1994, 5 (03): : 520 - 520
  • [27] A Usable Authentication System Using Wrist-worn Photoplethysmography Sensors on Smartwatches
    Shang, Jiacheng
    Wu, Jie
    2019 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY (CNS), 2019, : 1 - 9
  • [28] Intradialytic Hypotension in the Face of Using Different Antihypertensive Medication Classes
    Kovesdy, Csaba P.
    CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2024, 19 (10): : 1227 - 1229
  • [29] PREVALENCE OF INTRADIALYTIC HYPOTENSION USING VARIOUS DEFINITIONS, TIME FOR CONSENSUS?
    Coca, Armando
    Gonzalez, Pablo
    Sanchez, Jimmy
    Fidalgo, Veronica
    Lorenzo, Arturo
    Nunez, Jesus
    Bustamante, Jesus
    Jesus Rollan, Maria
    Mendiluce, Alicia
    Isabel Acosta-Ochoa, Maria
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2019, 34
  • [30] EXPLORING FACTORS INFLUENCING INTRADIALYTIC HYPOTENSION USING DEEP LEARNING
    Kawasaki, Michihiro
    Suzuki, Satoshi
    NEPHROLOGY DIALYSIS TRANSPLANTATION, 2022, 37 : I664 - I664