Bookcover of Image Processing Algorithms
Booktitle:

Image Processing Algorithms

For Breast Cancer

LAP LAMBERT Academic Publishing (2020-10-14 )

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ISBN-13:

978-620-2-92198-5

ISBN-10:
6202921986
EAN:
9786202921985
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Beena Ulalla Mata B.N., Meenakshi M.
Number of pages:
132
Published on:
2020-10-14
Stock:
Available
Category:
Specialized Medical occupations
Price:
49.90 €
Keywords:
image processing, medical data, breast cancer, Indian woman data base, mammogram, New algorithm, Pattern recognition

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