Caroline Petitjean

A Dataset for Breast Cancer Histopathological Image Classification

Fábio Alexandre Spanhol, Luiz S. Oliveira, Caroline Petitjean et al. · IEEE Transactions on Biomedical Engineering · 2015 · 1.7K citations

Engineering, Machine Learning, Digital Pathology +21

Breast cancer histopathological image classification using Convolutional Neural Networks

Fábio Alexandre Spanhol, Luiz S. Oliveira, Caroline Petitjean et al. · 2016 · 926 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Medical Image Synthesis with Context-Aware Generative Adversarial Networks

Dong Nie, Roger Trullo, Jun Lian et al. · Lecture notes in computer science · 2017 · 677 citations

Image Analysis, Engineering, Medical Imaging +11

Medical Image Synthesis with Deep Convolutional Adversarial Networks

Dong Nie, Roger Trullo, Jun Lian et al. · IEEE Transactions on Biomedical Engineering · 2018 · 602 citations · Full text

Target Image, Image Analysis, Machine Learning +14

Multiple instance learning for histopathological breast cancer image classification

P.J. Sudharshan, Caroline Petitjean, Fábio Alexandre Spanhol et al. · Expert Systems with Applications · 2018 · 355 citations

Instance-based Learning, Multiple Instance Learning, Image Analysis +10