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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| Format: | Article |
| Language: | English |
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Wiley
2014-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2014/810368 |
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| _version_ | 1849305143532584960 |
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| author | Yessi Jusman Siew Cheok Ng Noor Azuan Abu Osman |
| author_facet | Yessi Jusman Siew Cheok Ng Noor Azuan Abu Osman |
| author_sort | Yessi Jusman |
| collection | DOAJ |
| 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. |
| format | Article |
| id | doaj-art-088949edf697484c8d33e340afa7a582 |
| institution | Kabale University |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-088949edf697484c8d33e340afa7a5822025-08-20T03:55:32ZengWileyThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/810368810368Intelligent Screening Systems for Cervical CancerYessi Jusman0Siew Cheok Ng1Noor Azuan Abu Osman2Department of Biomedical Engineering, Faculty of Engineering Building, University of Malaya, 50603 Kuala Lumpur, MalaysiaDepartment of Biomedical Engineering, Faculty of Engineering Building, University of Malaya, 50603 Kuala Lumpur, MalaysiaDepartment of Biomedical Engineering, Faculty of Engineering Building, University of Malaya, 50603 Kuala Lumpur, MalaysiaAdvent 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.http://dx.doi.org/10.1155/2014/810368 |
| spellingShingle | Yessi Jusman Siew Cheok Ng Noor Azuan Abu Osman Intelligent Screening Systems for Cervical Cancer The Scientific World Journal |
| 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 |
| url | http://dx.doi.org/10.1155/2014/810368 |
| work_keys_str_mv | AT yessijusman intelligentscreeningsystemsforcervicalcancer AT siewcheokng intelligentscreeningsystemsforcervicalcancer AT noorazuanabuosman intelligentscreeningsystemsforcervicalcancer |