Luís Freire

Lesion classification in mammograms using convolutional neural networks and transfer learning

2018 · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization

Convolutional neural networks (CNNs) have recently been successfully used in the medical field to detect and classify pathologies in different imaging modalities, including in mammography. One disadvantage of CNNs is the need for large training …