CAD System for Classification of Breast Cancer from Mammogram Images: A complete guide for research beginners - Softcover

George M., Jayesh; Sankar S., Perumal

Softcover

ISBN 10: 613983886X ISBN 13: 9786139838868

Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

This Comprehensive text on CAD system for classification of breast cancer from mammogram images is designed for research scholars of biomedical image and signal processing. This book offers an introduction to Mammogram images and classification of cancer from this images. Breast cancer is a leading cause of death among women and second main cause of death after lung cancer. In order to reduce unnecessary biopsies which cause patient anxiety and health care cost it is important to improve the accuracy of interpreting mammographic lesions thereby increasing the positive predictive value of mammography. Current CAD system is clinically used to serve as a second reader of breast cancer detection. Using the existing CAD, microcalcification can get better detection performance but detection performance for mass is not satisfactory. This work present a method to efficiently detect the mass abnormalities and classify the lesions as malignant or benign. The malignant lesions were further classified into types of malignant breast cancer. The proposed system uses hybrid image processing techniques for improving the accuracy of existing system.

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Über die Autorin bzw. den Autor

Jayesh George M est professeur assistant au département d'électronique et de communication du Vimal Jyothi Engineering College, Kannur, Kerala. Son domaine de spécialisation est le traitement des images et des signaux biomédicaux. Il est diplômé de l'Université Anna de Chennai. Il prépare un doctorat à l'université technologique APJ Abdul Kalam, au Kerala.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2018
• Sprache: Englisch
• ISBN 10: 613983886X
• ISBN 13: 9786139838868
• Einband: Taschenbuch
• Anzahl der Seiten: 80
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Editions Muse; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland