Fuzzy C-Means Clustering: A Review of Applications in Breast Cancer Detection

Daniel Krasnov1, Dresya Davis2, Keiran Malott1

  • 1Department of Computer Science, Mathematics, Physics and Statistics, University of British Columbia, Kelowna, BC V1V 1V7, Canada.

PubMed
Summary

This study enhances breast cancer detection using improved fuzzy c-means clustering (FCM) for mammogram image segmentation. Modified FCM algorithms, particularly Mahalanobis-distance-based FCM, offer more accurate tumour outlining and detection.

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