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Intelligent Screening Systems for Cervical Cancer

Advent of medical image digitalization leads to image processing and computer-aided diagnosis systems in numerous clinical applications. These technologies could be used to automatically diagnose patient or serve as second opinion to pathologists. This paper briefly reviews cervical screening techni...

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Detalles Bibliográficos
Autores principales: Jusman, Yessi, Ng, Siew Cheok, Abu Osman, Noor Azuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4037632/
https://www.ncbi.nlm.nih.gov/pubmed/24955419
http://dx.doi.org/10.1155/2014/810368
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author Jusman, Yessi
Ng, Siew Cheok
Abu Osman, Noor Azuan
author_facet Jusman, Yessi
Ng, Siew Cheok
Abu Osman, Noor Azuan
author_sort Jusman, Yessi
collection PubMed
description Advent of medical image digitalization leads to image processing and computer-aided diagnosis systems in numerous clinical applications. These technologies could be used to automatically diagnose patient or serve as second opinion to pathologists. This paper briefly reviews cervical screening techniques, advantages, and disadvantages. The digital data of the screening techniques are used as data for the computer screening system as replaced in the expert analysis. Four stages of the computer system are enhancement, features extraction, feature selection, and classification reviewed in detail. The computer system based on cytology data and electromagnetic spectra data achieved better accuracy than other data.
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spelling pubmed-40376322014-06-22 Intelligent Screening Systems for Cervical Cancer Jusman, Yessi Ng, Siew Cheok Abu Osman, Noor Azuan ScientificWorldJournal Review Article Advent of medical image digitalization leads to image processing and computer-aided diagnosis systems in numerous clinical applications. These technologies could be used to automatically diagnose patient or serve as second opinion to pathologists. This paper briefly reviews cervical screening techniques, advantages, and disadvantages. The digital data of the screening techniques are used as data for the computer screening system as replaced in the expert analysis. Four stages of the computer system are enhancement, features extraction, feature selection, and classification reviewed in detail. The computer system based on cytology data and electromagnetic spectra data achieved better accuracy than other data. Hindawi Publishing Corporation 2014 2014-05-11 /pmc/articles/PMC4037632/ /pubmed/24955419 http://dx.doi.org/10.1155/2014/810368 Text en Copyright © 2014 Yessi Jusman et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Jusman, Yessi
Ng, Siew Cheok
Abu Osman, Noor Azuan
Intelligent Screening Systems for Cervical Cancer
title Intelligent Screening Systems for Cervical Cancer
title_full Intelligent Screening Systems for Cervical Cancer
title_fullStr Intelligent Screening Systems for Cervical Cancer
title_full_unstemmed Intelligent Screening Systems for Cervical Cancer
title_short Intelligent Screening Systems for Cervical Cancer
title_sort intelligent screening systems for cervical cancer
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4037632/
https://www.ncbi.nlm.nih.gov/pubmed/24955419
http://dx.doi.org/10.1155/2014/810368
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