Mexican dataset of digital mammograms (MEXBreast) with suspicious clusters of microcalcifications
Description
MEXBreast is a curated and annotated database of Mexican digital mammograms featuring microcalcification clusters. It includes images with resolutions of 50, 70, and 100 microns. The primary purpose of MEXBreast is to support the training, validation, and testing of deep learning models, particularly Convolutional Neural Networks (CNNs).
Files
Steps to reproduce
Here is the content of the database: MARKED MAMMOGRAMS Folder: This folder contains 620 mammograms in PNG format, with clusters of microcalcifications highlighted using bounding boxes. It serves as a visual reference to easily locate these lesions. UNMARKED MAMMOGRAMS Folder: This folder contains the same 620 mammograms in PNG format as the previous folder, but without any markings or annotations. These mammograms are suitable for conducting experiments. DATA File: This comma-separated file includes detailed information about each of the 620 mammograms, such as image name, scanner specifications, mammogram dimensions and resolutions, patient age, laterality, view type, BI-RADS code, as well as the coordinates and dimensions of the microcalcification clusters.
Institutions
Categories
Funding
Consejo Nacional de Humanidades, Ciencias y Tecnologías