Clara I. Sá‎nchez

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

Arnaud A. A. Setio, Francesco Ciompi, Geert Litjens et al. · IEEE Transactions on Medical Imaging · 2016 · 1.2K citations

Convolutional Neural Network, Engineering, Machine Learning +23

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

Geert Litjens, Clara I. Sá‎nchez, N. K. Timofeeva et al. · Scientific Reports · 2016 · 1.1K citations · Full text

Large scale deep learning for computer aided detection of mammographic lesions

Thijs Kooi, Geert Litjens, Bram van Ginneken et al. · Medical Image Analysis · 2016 · 951 citations · Full text

Dermoscopic Image, Convolutional Neural Network, Image Analysis +13

Retinopathy Online Challenge: Automatic Detection of Microaneurysms in Digital Color Fundus Photographs

Meindert Niemeijer, Bram van Ginneken, Michael J. Cree et al. · IEEE Transactions on Medical Imaging · 2009 · 512 citations · Full text

Fast Convolutional Neural Network Training Using Selective Data Sampling: Application to Hemorrhage Detection in Color Fundus Images

Mark J. J. P. van Grinsven, Bram van Ginneken, Carel B. Hoyng et al. · IEEE Transactions on Medical Imaging · 2016 · 425 citations

Convolutional Neural Network, Engineering, Machine Learning +20