Fabio A. González

Research interests

Publications

• Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent

  Scientific Reports · 2017 · 10.1038/srep46450

• Representation learning for mammography mass lesion classification with convolutional neural networks

  Computer Methods and Programs in Biomedicine · 2016 · 10.1016/j.cmpb.2015.12.014

• Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks

  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2014 · 10.1117/12.2043872

• Assessment of algorithms for mitosis detection in breast cancer histopathology images

  Medical Image Analysis · 2014 · 10.1016/j.media.2014.11.010

• A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection

  Lecture notes in computer science · 2013 · 10.1007/978-3-642-40763-5_50

Current projects

No projects listed.