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Pearson’s Correlation Coefficient Analysis of non-invasive Jaundice Detection based on Colour Card Technique

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Main Authors: Asyraf Hakimi, Abu Bakar, Mohd Najmuddin, Mohd Hassan, Ammar, Zakaria, Ahmad Ashraf, Abdul Halim
Other Authors: asyrafhakimi@unimap.edu.my
Format: Article
Language:English
Published: IOP Publishing 2020
Subjects:
Jaundice
Colour card technique
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69007
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spelling my.unimap-690072020-12-15T01:29:05Z Pearson’s Correlation Coefficient Analysis of non-invasive Jaundice Detection based on Colour Card Technique Asyraf Hakimi, Abu Bakar Mohd Najmuddin, Mohd Hassan Ammar, Zakaria Ahmad Ashraf, Abdul Halim asyrafhakimi@unimap.edu.my Jaundice Colour card technique Link to publisher's homepage at https://iopscience.iop.org/ Jaundice is describes as yellow discoloration of the skin and other tissues of a newborn infant. It happens when the bilirubin pigment rises up to 5 mg/dL or 85 μmol/L due the organs just started to developed. 75% of newborns in Malaysia had jaundice in the first week of life. Conventional assessment method is not convenient since it unable to detect all type of human skin colours, caused traumatization and costly. This research work proposed jaundice detection system based on the colour card technique that represent all types of human skin colours. This research does not involve any subject due to parent’s cooperation and ethics limitation. The input data is represented by the colour card shades. It represents random bilirubin colour in patient’s body, all types of human skin colour, and standard reference bilirubin concentration colour. It acquires input data by capturing different type of colour card shades using OPT101 photodiode sensor and USB4000-XR1-ES spectrometer. The input data collected were verified through Anderson-Darling normality test and analysed using Pearson's correlation coefficient to measure the strength of the association between the two variables for each input sample tested. Based on the correlation results, it shows high correlation value (r=0.997). Percentage error analysis is used to validate the experimental device and shows value of 9.90% which prove this technique is reliable. The significant contributions of this work is the improvement of the accuracy in detecting jaundice level for all type of human skin colours through this system 2020-12-15T01:29:05Z 2020-12-15T01:29:05Z 2019 Article Journal of Physics: Conference Series, vol.1372, 2019, 7 pages http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69007 https://iopscience.iop.org/ en International Conference on Biomedical Engineering (ICoBE); IOP Publishing
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Jaundice
Colour card technique
spellingShingle Jaundice
Colour card technique
Asyraf Hakimi, Abu Bakar
Mohd Najmuddin, Mohd Hassan
Ammar, Zakaria
Ahmad Ashraf, Abdul Halim
Pearson’s Correlation Coefficient Analysis of non-invasive Jaundice Detection based on Colour Card Technique
description Link to publisher's homepage at https://iopscience.iop.org/
author2 asyrafhakimi@unimap.edu.my
author_facet asyrafhakimi@unimap.edu.my
Asyraf Hakimi, Abu Bakar
Mohd Najmuddin, Mohd Hassan
Ammar, Zakaria
Ahmad Ashraf, Abdul Halim
format Article
author Asyraf Hakimi, Abu Bakar
Mohd Najmuddin, Mohd Hassan
Ammar, Zakaria
Ahmad Ashraf, Abdul Halim
author_sort Asyraf Hakimi, Abu Bakar
title Pearson’s Correlation Coefficient Analysis of non-invasive Jaundice Detection based on Colour Card Technique
title_short Pearson’s Correlation Coefficient Analysis of non-invasive Jaundice Detection based on Colour Card Technique
title_full Pearson’s Correlation Coefficient Analysis of non-invasive Jaundice Detection based on Colour Card Technique
title_fullStr Pearson’s Correlation Coefficient Analysis of non-invasive Jaundice Detection based on Colour Card Technique
title_full_unstemmed Pearson’s Correlation Coefficient Analysis of non-invasive Jaundice Detection based on Colour Card Technique
title_sort pearson’s correlation coefficient analysis of non-invasive jaundice detection based on colour card technique
publisher IOP Publishing
publishDate 2020
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/69007
_version_ 1698698542824030208
score 13.222552

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