Fuzzy classification model assisted by intensity based approach and segmentation for breast cancer detection and diagnosis
Main Article Content
Abstract
In this paper we propose a method for detection, diagnosis and treatment of breast cancer based on Image processing. Mammograms
play a vital role in diagnoses of breast cancer so an intelligent method is needed to differentiate the benign and malignant case of breast cancer
from a mammogram. In this work we use an intensity based approach to find whether a mammogram is affected or not using MATLAB.
Segmentation is performed to achieve better accuracy, the idea is to partition an image in to smaller images and apply the test condition for each
segments. Finally we design a fuzzy classification model to classify the mammogram and to indicate the stage of breast cancer and the
appropriate treatment for it
Â
Keywords: Fuzzy classification, Intensity based approach, Segmentation, Mammograms, Breast Cancer.
Downloads
Article Details
COPYRIGHT
Submission of a manuscript implies: that the work described has not been published before, that it is not under consideration for publication elsewhere; that if and when the manuscript is accepted for publication, the authors agree to automatic transfer of the copyright to the publisher.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work
- The journal allows the author(s) to retain publishing rights without restrictions.
- The journal allows the author(s) to hold the copyright without restrictions.