[EN] Breast density assessed from digital mammograms is a known biomarker related to a higher risk of developing breast cancer. Supervised learning algorithms have been implemented to determine this. However, the performance ...
ORTIZ, V.; Pérez-Benito, Francisco Javier; del Tejo Catalá, Omar; Salvador Igual, Ismael; Llobet Azpitarte, Rafael; Perez-Cortes, Juan-Carlos(Institute of Electrical and Electronics Engineers, 2022-11-14)
[EN] The a priori probability of a dataset is usually used as a baseline for comparing a particular algorithm's accuracy in a given binary classification task. ZeroR is the simplest algorithm for this, predicting the ...
[EN] Background
The breast dense tissue percentage on digital mammograms is one of the most commonly used markers for breast cancer risk estimation. Geometric features of dense tissue over the breast and the presence of ...