Image Processing Algorithms
For Breast Cancer
(Sprache: Englisch)
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...
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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.
Autoren-Porträt von Beena Ulalla Mata B.N., Meenakshi M.
B.N., Beena Ulalla MataDr. Beena Ullala Mata B. N. is an Associate Professor in Department of Medical Electronics, B.M.S. College of Engineering, Bangalore with a Ph,D., in Signal and Image processing techniques, from VTU, Belagavi. She is an excellent teacher with 24 years of teaching and 9 years of research experience with many international journal publications.
Bibliographische Angaben
- Autoren: Beena Ulalla Mata B.N. , Meenakshi M.
- 132 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 6202921986
- ISBN-13: 9786202921985
Sprache:
Englisch
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