Nucleus Segmentation for Cervical Cancer Screening with Pap Smears
Author:   Bhabna de
Publisher:   LAP Lambert Academic Publishing
ISBN:  

9783659873713


Pages:   72
Publication Date:   29 November 2024
Format:   Paperback
Availability:   Available To Order   Availability explained
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Nucleus Segmentation for Cervical Cancer Screening with Pap Smears


Overview

Cervical cancer, the second most common cancer globally, is highly curable if detected early. However, rural areas face high mortality rates due to poor resources and limited screening programs. Automated diagnosis can address these gaps by distinguishing abnormal Pap smear cells based on nuclear shape. This study evaluates segmentation methods on the AGMC-TU Pap-Smear dataset, achieving a classification accuracy of 92.83% with SVM Linear and improving to 97.65% using optimized features and the FCM method. Accurate nucleus segmentation is crucial for reliable abnormal cell prediction, enhancing cervical cancer screening efficacy.

Full Product Details

Author:   Bhabna de
Publisher:   LAP Lambert Academic Publishing
Imprint:   LAP Lambert Academic Publishing
Dimensions:   Width: 15.20cm , Height: 0.40cm , Length: 22.90cm
Weight:   0.118kg
ISBN:  

9783659873713


ISBN 10:   3659873713
Pages:   72
Publication Date:   29 November 2024
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

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