Medical Imaging | Radiology Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation. July 11, 2018
Neurology | Oncology | Radiology Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas. July 10, 2018
Neurology | Radiology Prediction of Tissue Outcome and Assessment of Treatment Effect in Acute Ischemic Stroke Using Deep Learning. May 26, 2018
Neurology | Radiology Adaptive template generation for amyloid PET using a deep learning approach. May 12, 2018
Hepatology | Radiology Liver Fibrosis: Deep Convolutional Neural Network for Staging by Using Gadoxetic Acid-enhanced Hepatobiliary Phase MR Images. May 9, 2018
Orthopedics | Radiology Knee menisci segmentation using convolutional neural networks: data from the Osteoarthritis Initiative. April 29, 2018
Neuroimaging | Radiology Deep MRI brain extraction: A 3D convolutional neural network for skull stripping. July 30, 2017
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 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
Radiology Stacked autoencoders for unsupervised feature learning and multiple organ detection in a pilot study using 4D patient data. July 8, 2015