Cardiology | Radiology A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI. July 28, 2017
Radiology Exploring the complementarity of THz pulse imaging and DCE-MRIs: Toward a unified multi-channel classification and a deep learning framework. April 11, 2017
Pathology | Radiology A novel end-to-end classifier using domain transferred deep convolutional neural networks for biomedical images. April 11, 2017
Oncology | Radiology Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network. March 28, 2017
Radiology Using deep learning to segment breast and fibroglandular tissue in MRI volumes. March 20, 2017
Neurology | Radiology Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease. January 23, 2017
Oncology | Radiology Representation learning for mammography mass lesion classification with convolutional neural networks. December 31, 2016
Pulmonology | Radiology 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. November 26, 2016
Radiology Stacked autoencoders for unsupervised feature learning and multiple organ detection in a pilot study using 4D patient data. July 8, 2015
Neurology | Radiology Modeling the variability in brain morphology and lesion distribution in multiple sclerosis by deep learning. December 8, 2014