Automated Detection And Counting Of Pus Cells On Sputum Images

his paper discusses on a feature extraction of pus cell in sputum slide image. This invention is developed to analyze and count the content of cells specifically pus cell within a biological sample, and more particularly sputum sample which is useful for sputum quality grading. This pus cell detecti...

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Main Authors:	Rosyati, Hamid, Faradila, Naim, Nurul Wahidah, Arshad, Zeehaida, Mohamed
Format:	Conference or Workshop Item
Language:	English
Published:	2013
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/6330/ http://umpir.ump.edu.my/id/eprint/6330/ http://umpir.ump.edu.my/id/eprint/6330/1/Automated_Detection_And_Counting_Of_Pus_Cells_On_Sputum_Images.pdf

id	ump-6330
recordtype	eprints
spelling	ump-63302018-05-02T03:10:56Z http://umpir.ump.edu.my/id/eprint/6330/ Automated Detection And Counting Of Pus Cells On Sputum Images Rosyati, Hamid Faradila, Naim Nurul Wahidah, Arshad Zeehaida, Mohamed TK Electrical engineering. Electronics Nuclear engineering his paper discusses on a feature extraction of pus cell in sputum slide image. This invention is developed to analyze and count the content of cells specifically pus cell within a biological sample, and more particularly sputum sample which is useful for sputum quality grading. This pus cell detection is addressed by mean intensity and area for single and overlapping pus cells. It is found that mean intensity and area for single pus cell are ranges from 130-163 and 35-81 respectively. Whereas, with considering other elements exist in sputum image such as epithelial cells and artifacts, the mean intensity for overlapping pus cells are ranges from 130-45 with area of 65-300. This system has the sensitivity of 92.11%, with specificity of 81.82%, accuracy of 87.32% and precision of 85.37. 2013 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6330/1/Automated_Detection_And_Counting_Of_Pus_Cells_On_Sputum_Images.pdf Rosyati, Hamid and Faradila, Naim and Nurul Wahidah, Arshad and Zeehaida, Mohamed (2013) Automated Detection And Counting Of Pus Cells On Sputum Images. In: Electronics, Computer and Computation (ICECCO), 7-9 Nov. 2013 , Ankara. pp. 5-8.. http://dx.doi.org/10.1109/ICECCO.2013.6718214
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
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Rosyati, Hamid Faradila, Naim Nurul Wahidah, Arshad Zeehaida, Mohamed Automated Detection And Counting Of Pus Cells On Sputum Images
description	his paper discusses on a feature extraction of pus cell in sputum slide image. This invention is developed to analyze and count the content of cells specifically pus cell within a biological sample, and more particularly sputum sample which is useful for sputum quality grading. This pus cell detection is addressed by mean intensity and area for single and overlapping pus cells. It is found that mean intensity and area for single pus cell are ranges from 130-163 and 35-81 respectively. Whereas, with considering other elements exist in sputum image such as epithelial cells and artifacts, the mean intensity for overlapping pus cells are ranges from 130-45 with area of 65-300. This system has the sensitivity of 92.11%, with specificity of 81.82%, accuracy of 87.32% and precision of 85.37.
format	Conference or Workshop Item
author	Rosyati, Hamid Faradila, Naim Nurul Wahidah, Arshad Zeehaida, Mohamed
author_facet	Rosyati, Hamid Faradila, Naim Nurul Wahidah, Arshad Zeehaida, Mohamed
author_sort	Rosyati, Hamid
title	Automated Detection And Counting Of Pus Cells On Sputum Images
title_short	Automated Detection And Counting Of Pus Cells On Sputum Images
title_full	Automated Detection And Counting Of Pus Cells On Sputum Images
title_fullStr	Automated Detection And Counting Of Pus Cells On Sputum Images
title_full_unstemmed	Automated Detection And Counting Of Pus Cells On Sputum Images
title_sort	automated detection and counting of pus cells on sputum images
publishDate	2013
url	http://umpir.ump.edu.my/id/eprint/6330/ http://umpir.ump.edu.my/id/eprint/6330/ http://umpir.ump.edu.my/id/eprint/6330/1/Automated_Detection_And_Counting_Of_Pus_Cells_On_Sputum_Images.pdf
first_indexed	2023-09-18T22:01:59Z
last_indexed	2023-09-18T22:01:59Z
_version_	1777414459839479808

Automated Detection And Counting Of Pus Cells On Sputum Images

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