Title
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 22 21 0 09 Oct 2018
Survival prediction using ensemble tumor segmentation and transfer learning Mariano Cabezas Sergi Valverde Sandra González-Villá Albert Clérigues Mostafa Salem Kaisar Kushibar J. Bernal A. Oliver Xavier Llado 11 24 0 04 Oct 2018
No New-Net Fabian Isensee Philipp Kickingereder Wolfgang Wick Martin Bendszus Klaus H. Maier-Hein SSeg 37 395 0 27 Sep 2018
Shallow vs deep learning architectures for white matter lesion segmentation in the early stages of multiple sclerosis Francesco La Rosa M. J. Fartaria T. Kober J. Richiardi Cristina Granziera Jean-Philippe Thiran Meritxell Bach Cuadra 18 25 0 10 Sep 2018
Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction Po-Yu Kao Thuyen Ngo Angela Zhang Jefferson W. Chen B. S. Manjunath 23 84 0 20 Jul 2018
Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions Zach Eaton-Rosen Felix J. S. Bragman Sotirios Bisdas Sebastien Ourselin M. Jorge Cardoso UQCV 23 85 0 22 Jun 2018
Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI Sérgio Pereira Victor Alves Carlos Alberto Silva 25 46 0 06 Jun 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 39 4,949 0 11 Apr 2018
Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images Hongwei Bran Li Gongfa Jiang Jianguo Zhang Ruixuan Wang Zhaolei Wang Weishi Zheng Bjoern H. Menze 34 194 0 14 Feb 2018
Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers Mahendra Khened Alex Varghese Ganapathy Krishnamurthi 24 310 0 16 Jan 2018