Image Processing Algorithms: For Breast Cancer - Beena Ulalla Mata B. N.,Meenakshi M.
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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 ... Full description
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Description
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.
More Information
| Author | Beena Ulalla Mata B. N., Meenakshi M. |
|---|---|
| Publisher | LAP LAMBERT Academic Publishing |
| Release year | 2020 |
| Cover type | Softcover |
| EAN | 9786202921985 |