STATISTICAL DETECTION OF BREAST CANCER BY MAMMOGRAM IMAGE
ABSTRACTObjective: To create awareness about the breast cancer which has become one of the most common diseases among women that leads to death if notrecognized at early stage.Methods: The technique of acquiring breast image is called mammography and is a diagnostic and screening tool to detect canc...
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Published in: | Asian journal of pharmaceutical and clinical research Vol. 10; no. 1; p. 227 |
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Main Authors: | , , |
Format: | Journal Article |
Language: | English |
Published: |
01-01-2017
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Online Access: | Get full text |
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Summary: | ABSTRACTObjective: To create awareness about the breast cancer which has become one of the most common diseases among women that leads to death if notrecognized at early stage.Methods: The technique of acquiring breast image is called mammography and is a diagnostic and screening tool to detect cancer. A cascade algorithmbased on these statistical parameters is implemented on these mammogram images to segregate normal, benign, and malignant diseases.Results: Statistical features - such as mean, median, standard deviation, perimeter, and skewness - were extracted from mammogram images todescribe their intensity and nature of distribution using ImageJ.Conclusion: A noninvasive technique which includes statistical features to determine and classify normal, benign, and malignant images are identified.Keywords: Breast cancer, Benign, Malignant, Mammogram image, ImageJ. |
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ISSN: | 0974-2441 0974-2441 |
DOI: | 10.22159/ajpcr.2017.v10i1.15003 |