| HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation | Apr 9, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI | Apr 4, 2018 | Brain Segmentationcompressed sensing | —Unverified | 0 |
| Generalizability vs. Robustness: Adversarial Examples for Medical Imaging | Mar 23, 2018 | Brain SegmentationGeneral Classification | —Unverified | 0 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imaging | Jan 19, 2018 | Brain Segmentation | CodeCode Available | 0 |
| QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy | Jan 12, 2018 | Brain SegmentationDecision Making | CodeCode Available | 0 |
| Learning Based Segmentation of CT Brain Images: Application to Post-Operative Hydrocephalic Scans | Dec 11, 2017 | AnatomyBrain Segmentation | —Unverified | 0 |
| Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation | Dec 2, 2017 | Brain SegmentationSegmentation | —Unverified | 0 |
| Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning | Oct 25, 2017 | 3D ReconstructionBrain Segmentation | CodeCode Available | 0 |
| Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural Network | Oct 16, 2017 | Brain SegmentationInfant Brain Mri Segmentation | CodeCode Available | 0 |
| 3D Densely Convolutional Networks for VolumetricSegmentation | Sep 13, 2017 | 3D Medical Imaging SegmentationBrain Segmentation | —Unverified | 0 |
| 3D Densely Convolutional Networks for Volumetric Segmentation | Sep 11, 2017 | Brain SegmentationImage Segmentation | CodeCode Available | 0 |
| Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data | May 2, 2017 | Brain SegmentationImage Segmentation | —Unverified | 0 |
| Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging | Mar 6, 2017 | Brain Segmentation | —Unverified | 0 |
| DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy | Feb 27, 2017 | Brain SegmentationMulti-class Classification | —Unverified | 0 |
| 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study | Dec 12, 2016 | 3D Medical Imaging SegmentationBrain Segmentation | CodeCode Available | 0 |
| VoxResNet: Deep Voxelwise Residual Networks for Volumetric Brain Segmentation | Aug 21, 2016 | Brain SegmentationImage Segmentation | CodeCode Available | 0 |
| Learning under Distributed Weak Supervision | Jun 3, 2016 | Brain SegmentationMedical Image Analysis | —Unverified | 0 |
| Deep Neural Networks for Anatomical Brain Segmentation | Feb 9, 2015 | Brain SegmentationSegmentation | CodeCode Available | 0 |
| RANCOR: Non-Linear Image Registration with Total Variation Regularization | Apr 9, 2014 | Brain SegmentationImage Registration | —Unverified | 0 |
| Large-Scale Automatic Reconstruction of Neuronal Processes from Electron Microscopy Images | Mar 28, 2013 | Brain SegmentationSegmentation | —Unverified | 0 |
