Computer-Assisted Screening for Cervical Cancer Using Digital Image Processing of Pap Smear Images
نویسندگان
چکیده
منابع مشابه
Screening for cervical cancer by Pap smear.
Between November 1986 and February 1988, 2806 cervical smears were taken from every patient attending the Obstetrics and Gynaecology consulting clinics at The Aga Khan University Hospital (AKUH) Karachi. Of 2806 smears 2774 (98.9%) were adequate, cytology was positive in 35, a prevalence rate of 12.6 per 1000. The highest incidence was in the age group of 2544 years. Eighty percent patients wit...
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Malm, P. 2013. Image Analysis in Support of Computer-Assisted Cervical Cancer Screening. Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology 1106. 95 pp. Uppsala: Acta Universitatis Upsaliensis. ISBN 978-91-554-8828-4. Cervical cancer is a disease that annually claims the lives of over a quarter of a million women. A substantial number of these de...
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BACKGROUND AND OBJECTIVES The present study proposes an intelligent system for automatic categorization of Pap smear images to detect cervical dysplasia, which has been an open problem ongoing for last five decades. METHODS The classification technique is based on shape, texture and color features. It classifies the cervical dysplasia into two-level (normal and abnormal) and three-level (Nega...
متن کاملScreening for Cervical Cancer Using Automated Analysis of PAP-Smears
Cervical cancer is one of the most deadly and common forms of cancer among women if no action is taken to prevent it, yet it is preventable through a simple screening test, the so-called PAP-smear. This is the most effective cancer prevention measure developed so far. But the visual examination of the smears is time consuming and expensive and there have been numerous attempts at automating the...
متن کاملAutomated Algorithm for Segmentation of Pap Smear Image for Cervical Cancer Detection
Cervical cancer is the second most common gynecologic cancer worldwide. Unlike the other cancers it does not show any symptoms in its earlier stage which causes mortality among women. It takes 8 to 10 years to develop from precancerous to severe stage. The important reasons for higher cervical cancer in developing countries are lack of resources, lack of effectual screening programs and inadequ...
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ژورنال
عنوان ژورنال: Applied Sciences
سال: 2020
ISSN: 2076-3417
DOI: 10.3390/app10051800