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A Comparative Study of Breast Cancer Segmentation Methods: U_net architecture, Fuzzy C-means, and Expectation-Maximization.

Description

We delineate the borders of masses (cancer) in breasts using different supervised and unsupervised learning methods and a statistical method as well, we showcase them using a website built with Django.

Notebooks Showing the work

The Jupiter Notebook Creating Metadata facilitates the use of data in this project by creating metadata.

• U_Net
• Fuzzy C-means
• Expectation-Maximization

Demo of the project

Demo.mp4