Image Processing Algorithms

For Breast Cancer

von Beena Ulalla Mata B. N., Meenakshi M.

132 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This book contains the new image processing algorithm technique for breast cancer detection.The image processing consists of three major steps i.e. pre-processing, segmentation and finally features extraction along with classification for both MIAS Bench mark data set and a novel regional database named as "I- MI Data Base" developed for the Indian Women. This book includes development of a regional dataset available in DICOM format collected from various leading hospitals; a Metadata is converted to BMP format and created a Regional Benchmark database named as "I-MI Database". The novelty of this research work is the application of a new feature based machine learning algorithm to categorize the mammogram images as benign and malignant for a novel data base I- MI.

• Themen: Medizin Medizin / Gesundheitswesen, allgemein
• ISBN: 9786202921985
• Sprache: Englisch
• Erscheinungsdatum: 14.10.2020
• Größe: 220 x 150 mm
• Verlag: LAP LAMBERT Academic Publishing