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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Bibliographic Details
Published inTheScientificWorld Vol. 2014; no. 2014; pp. 1 - 15
Main Authors Jusman, Yessi, Abu Osman, Noor Azuan, Ng, Siew Cheok
Format Journal Article
LanguageEnglish
Published Cairo, Egypt Hindawi Publishing Corporation 2014
Hindawi Limited
Wiley
Subjects
Cancer
Cervical cancer
Diagnosis
Diagnosis, Computer-Assisted - methods
Female
Humans
Image Processing, Computer-Assisted - methods
Review
Uterine Cervical Neoplasms - diagnosis
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Summary: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.
Bibliography:ObjectType-Article-1
SourceType-Scholarly Journals-1
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Academic Editors: S. Balochian, V. Bhatnagar, and Y. Zhang
ISSN:2356-6140
1537-744X
1537-744X
DOI:10.1155/2014/810368