Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding

Sputum with good quality is important in the diagnosis of many diseases. Some factor like the number of neutrophils (pus cell), squamous epithelial cell and the appearance of macroscopic should be considered to determine the sputum quality based on Bartlett's Criteria. Hence, a vision system wh...

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Main Authors:	Rosyati, Hamid, Norazura, Abd. Halim, Faradila, Naim, Kamarul Hawari, Ghazali, Zeehaida, Mohamed, Nurul Wahidah, Arshad
Format:	Conference or Workshop Item
Language:	English
Published:	2012
Subjects:	TK Electrical engineering. Electronics Nuclear engineering RB Pathology
Online Access:	http://umpir.ump.edu.my/id/eprint/8441/ http://umpir.ump.edu.my/id/eprint/8441/ http://umpir.ump.edu.my/id/eprint/8441/1/fkee-2012-rosyati-Detection_And_Summation.pdf

id	ump-8441
recordtype	eprints
spelling	ump-84412017-12-26T04:01:34Z http://umpir.ump.edu.my/id/eprint/8441/ Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding Rosyati, Hamid Norazura, Abd. Halim Faradila, Naim Kamarul Hawari, Ghazali Zeehaida, Mohamed Nurul Wahidah, Arshad TK Electrical engineering. Electronics Nuclear engineering RB Pathology Sputum with good quality is important in the diagnosis of many diseases. Some factor like the number of neutrophils (pus cell), squamous epithelial cell and the appearance of macroscopic should be considered to determine the sputum quality based on Bartlett's Criteria. Hence, a vision system which is able to detect and count the existence of pus cell and epithelial cell for sputum quality testing is developed. This vision system process four sputum image for each sputum sample and determine the average number of pus cells and epithelial cells in that sample. This system also able to determine either the sputum sample is positive or negative. The percentage of error for average number of pus cell is 26.3% whereas error for epithelial cell is 27.78%. However, the final grading of either the sputum sample is positive or negative is 100% accurate. 2012 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/8441/1/fkee-2012-rosyati-Detection_And_Summation.pdf Rosyati, Hamid and Norazura, Abd. Halim and Faradila, Naim and Kamarul Hawari, Ghazali and Zeehaida, Mohamed and Nurul Wahidah, Arshad (2012) Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding. In: 7th International Conference on Computing and Convergence Technology (ICCCT 2012), 3-5 December 2012 , Seoul, Korea. pp. 1378-1383.. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6530556&queryText%3DDetection+And+Summation+Of+Pus+Cells+And+Epithelial+Cells+For+Sputum+Quality+Grading+Using+K-Means+Clustering+And+Color+Thresholding
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering RB Pathology
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering RB Pathology Rosyati, Hamid Norazura, Abd. Halim Faradila, Naim Kamarul Hawari, Ghazali Zeehaida, Mohamed Nurul Wahidah, Arshad Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding
description	Sputum with good quality is important in the diagnosis of many diseases. Some factor like the number of neutrophils (pus cell), squamous epithelial cell and the appearance of macroscopic should be considered to determine the sputum quality based on Bartlett's Criteria. Hence, a vision system which is able to detect and count the existence of pus cell and epithelial cell for sputum quality testing is developed. This vision system process four sputum image for each sputum sample and determine the average number of pus cells and epithelial cells in that sample. This system also able to determine either the sputum sample is positive or negative. The percentage of error for average number of pus cell is 26.3% whereas error for epithelial cell is 27.78%. However, the final grading of either the sputum sample is positive or negative is 100% accurate.
format	Conference or Workshop Item
author	Rosyati, Hamid Norazura, Abd. Halim Faradila, Naim Kamarul Hawari, Ghazali Zeehaida, Mohamed Nurul Wahidah, Arshad
author_facet	Rosyati, Hamid Norazura, Abd. Halim Faradila, Naim Kamarul Hawari, Ghazali Zeehaida, Mohamed Nurul Wahidah, Arshad
author_sort	Rosyati, Hamid
title	Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding
title_short	Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding
title_full	Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding
title_fullStr	Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding
title_full_unstemmed	Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding
title_sort	detection and summation of pus cells and epithelial cells for sputum quality grading using k-means clustering and color thresholding
publishDate	2012
url	http://umpir.ump.edu.my/id/eprint/8441/ http://umpir.ump.edu.my/id/eprint/8441/ http://umpir.ump.edu.my/id/eprint/8441/1/fkee-2012-rosyati-Detection_And_Summation.pdf
first_indexed	2023-09-18T22:06:01Z
last_indexed	2023-09-18T22:06:01Z
_version_	1777414712786419712

Detection And Summation Of Pus Cells And Epithelial Cells For Sputum Quality Grading Using K-Means Clustering And Color Thresholding

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