Deep Learning Publication Navigator - subtopic: mr


Year TitleAuthor
2017   Discriminating between benign and malignant breast tumors using 3D convolutional neural network in dynamic contrast enhanced MR images  J Li, M Fan, J Zhang, L Li
2017   Deep Learning for Rapid Sparse MR Fingerprinting Reconstruction  O Cohen, B Zhu, MS Rosen 
2017   Deep MR to CT Synthesis Using Unpaired Data  PR Seevinck, CAT van den Berg, I Iˇsgum
2017   Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks  S Roy, JA Butman, DL Pham
2017   Deep Learning MR Imaging–based Attenuation Correction for PET/MR Imaging  F Liu, H Jang, R Kijowski, T Bradshaw, AB McMillan
2017   Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks  CM Deniz, S Hallyburton, A Welbeck, S Honig, K Cho
2017   3D U-net with Multi-level Deep Supervision: Fully Automatic Segmentation of Proximal Femur in 3D MR Images  G Zeng, X Yang, J Li, L Yu, PA Heng, G Zheng
2017   Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images  L Yu, X Yang, H Chen, J Qin, PA Heng
2017   Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks  PS Bhatia, F Reda, M Harder, Y Zhan, XS Zhou
2017   Automatic MR prostate segmentation by deep learning with holistically-nested networks  R Cheng, HR Roth, N Lay, L Lu, BI Turkbey, W Gandler
2017   Deep Learning with Domain Adaptation for Accelerated Projection Reconstruction MR  YS Han, J Yoo, JC Ye
2017   An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation  CF Baumgartner, LM Koch, M Pollefeys, E Konukoglu
2017   Convolutional neural network regression for short-axis left ventricle segmentation in cardiac cine MR sequences  LK Tan, YM Liew, E Lim, RA McLaughlin
2017   VoxResNet: Deep voxelwise residual networks for brain segmentation from 3D MR images  H Chen, Q Dou, L Yu, J Qin, PA Heng
2017   A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction  J Schlemper, J Caballero, JV Hajnal, A Price
2017   Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images  H Yang, J Sun, H Li, L Wang, Z Xu
2017   Detection and Labeling of Vertebrae in MR Images Using Deep Learning with Clinical Annotations as Training Data  D Forsberg, E Sjöblom, JL Sunshine
2016   Predicting 1p19q Chromosomal Deletion of Low-Grade Gliomas from MR Images using Deep Learning  Z Akkus, I Ali, J Sedlar, TL Kline, JP Agrawal, IF Parney
2016   Automatic Detection of Cerebral Microbleeds from MR Images via 3D Convolutional Neural Networks.  Q Dou, H Chen, L Yu, L Zhao, J Qin, D Wang, V Mok
2016   Automatic prostate segmentation on MR images with deep network and graph model  K Yan, C Li, X Wang, A Li, Y Yuan, D Feng, M Khadra
2016   Automated Quality Assessment of Cardiac MR Images Using Convolutional Neural Networks  L Zhang, A Gooya, B Dong, R Hua, SE Petersen
2016   Automatic Brain Tissue Segmentation in MR Images Using Random Forests and Conditional Random Fields  S Pereira, A Pinto, J Oliveira, AM Mendrik, JH Correia
2016   MR brain image analysis in dementia: from quantitative imaging biomarkers to ageing brain models and imaging genetics  WJ Niessen
2015   Deep learning for automatic localization, identification, and segmentation of vertebral bodies in volumetric MR images  A Suzani, A Rasoulian, A Seitel, S Fels, RN Rohling