Francesco Ciompi

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

Computing, Computer Science, Radiology +17

Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology

David Tellez, Geert Litjens, Péter Bándi et al. · Medical Image Analysis · 2019 · 586 citations · Full text

Computing, Biomedical Engineering, Pathology +17

Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge

Mitko Veta, Yujing J. Heng, Nikolas Stathonikos et al. · Medical Image Analysis · 2019 · 319 citations · Full text

Medicine, Oncology, Pathology +15

Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box

Francesco Ciompi, Bartjan de Hoop, Sarah J. van Riel et al. · Medical Image Analysis · 2015 · 295 citations · Full text

Medicine, Biomedical Engineering, Radiology +17

Off-the-shelf convolutional neural network features for pulmonary nodule detection in computed tomography scans

Bram van Ginneken, Arnaud A. A. Setio, Colin Jacobs et al. · 2015 · 282 citations

Computing, Computer Science, Radiology +14