Image Processing Algorithms

Image Processing Algorithms

For Breast Cancer

LAP Lambert Academic Publishing ( 2020-10-14 )

€ 49,90

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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.

Book Details:

ISBN-13:

978-620-2-92198-5

ISBN-10:

6202921986

EAN:

9786202921985

Book language:

English

By (author) :

Beena Ulalla Mata B.N.
Meenakshi M.

Number of pages:

132

Published on:

2020-10-14

Category:

Specialized Medical occupations