Influence of hemoglobin on non-invasive optical bilirubin sensing

被引:1
|
作者
Jiang, Jingying [1 ]
Gong, Qiliang [1 ]
Zou, Da [1 ]
Xu, Kexin [2 ]
机构
[1] Tianjin Univ, Coll Precis Instruments & Optoelect Engn, Tianjin Key Lab Biomed Detecting Tech & Instrumen, Tianjin 300072, Peoples R China
[2] Tianjin Univ, State Key Lab Precis Measuring Technol & Instrume, Tianjin 300072, Peoples R China
关键词
Hemoglobin; Bilirubin; Spectral measurement; PLS modeling; INTERFERENCE; MECHANISM;
D O I
10.1117/12.906509
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Since the abnormal metabolism of bilirubin could lead to diseases in the human body, especially the jaundice which is harmful to neonates. Traditional invasive measurements are difficult to be accepted by people because of pain and infection. Therefore, the real-time and non-invasive measurement of bilirubin is of great significance. However, the accuracy of currently transcutaneous bilirubinometry(TcB) is generally not high enough, and affected by many factors in the human skin, mostly by hemoglobin. In this talk, absorption spectra of hemoglobin and bilirubin have been collected and analyzed, then the Partial Least Squares (PLS) models have been built. By analyzing and comparing the Correlation and Root Mean Square Error of Prediction(RMSEP), the results show that the Correlation of bilirubin solution model is larger than that of the mixture solution added with hemoglobin, and its RMSEP value is smaller than that of mixture solution. Therefore, hemoglobin has influences on the non-invasive optical bilirubin sensing. In next step, it is necessary to investigate how to eliminate the influence.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Non-Invasive Hemoglobin Measurements In Anemic Patients
    Goy, Jennifer
    Namazzi, Ruth
    Hume, Heather Ann
    Ddungu, Henry
    Waiswa, Musa K.
    Malhotra, Rohin
    Cook, Deborah J.
    Crowther, Mark A.
    BLOOD, 2013, 122 (21)
  • [22] DETECTION OF ANEMIA BY NON-INVASIVE HEMOGLOBIN SENSOR
    Weinstein, A.
    Herzenstein, O.
    Kononenko, A.
    Gabis, E.
    Korenberg, A.
    Hod, M.
    VOX SANGUINIS, 2013, 105 : 107 - 108
  • [23] Non-invasive Hemoglobin Measurement for Anemia Diagnosis
    Rochmanto, Raditya Artha
    Zakaria, Hasballah
    Alviana, Ratih Devi
    Shahib, Nurhalim
    2017 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTER SCIENCE AND INFORMATICS (EECSI), 2017, : 125 - 129
  • [24] Non-invasive sensor for an in vivo hemoglobin measurement
    Kraitl, Jens
    Timm, Ulrich
    Ewald, Hartmut
    Lewis, Elfed
    2011 IEEE SENSORS, 2011, : 276 - 279
  • [25] Non-invasive sensing for food reassurance
    Zou Xiaobo
    Huang Xiaowei
    Povey, Malcolm
    ANALYST, 2016, 141 (05) : 1587 - 1610
  • [26] Non-invasive Wireless Bio Sensing
    Arsenio, Artur
    Andrade, Joao
    Duarte, Andreia
    BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES, BIOSTEC 2015, 2015, 574 : 93 - 109
  • [27] Hemoglobin Estimation in Predonation Screening Using a Non-invasive Hemoglobin Sensor
    Kim, M.
    Kim, M.
    Hwang, Y.
    Kim, H.
    TRANSFUSION, 2012, 52 : 93A - 93A
  • [28] Quantitative molecular sensing in biological tissues: an approach to non-invasive optical characterization
    Chandra, Malavika
    Vishwanath, Karthik
    Fichter, Greg D.
    Liao, Elly
    Hollister, Scott J.
    Mycek, Mary-Ann
    OPTICS EXPRESS, 2006, 14 (13): : 6157 - 6171
  • [29] Review of Non-Invasive Glucose Sensing Techniques: Optical, Electrical and Breath Acetone
    Shokrekhodaei, Maryamsadat
    Quinones, Stella
    SENSORS, 2020, 20 (05)
  • [30] Evaluation of the BiliChek non-invasive bilirubin analyzer as a predictor for serum bilirubin risk zone
    Karon, B. S.
    Teske, A.
    Santrach, P. J.
    Cook, W. J.
    CLINICAL CHEMISTRY, 2008, 54 (06) : A235 - A235