Machine Learning-Based Approaches for Breast Density Estimation from Mammograms: A Comprehensive Review.

Breast cancer, as of 2022, is the most prevalent type of cancer in women. Breast density-a measure of the non-fatty tissue in the breast-is a strong risk factor for breast cancer that can be estimated from mammograms. The importance of studying breast density is twofold.