| A Transfer Learning Approach for Automated Segmentation of Prostate Whole Gland and Transition Zone in Diffusion Weighted MRI | Sep 20, 2019 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data | Sep 20, 2019 | BenchmarkingEnsemble Learning | CodeCode Available | 0 |
| Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients | Sep 17, 2019 | DescriptiveMedical Image Analysis | —Unverified | 0 |
| Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images | Sep 9, 2019 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 |
| Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images | Sep 8, 2019 | AnatomyMedical Image Analysis | —Unverified | 0 |
| High Resolution Medical Image Analysis with Spatial Partitioning | Sep 6, 2019 | GPUMedical Image Analysis | —Unverified | 0 |
| Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets | Sep 2, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Temporal Consistency Objectives Regularize the Learning of Disentangled Representations | Aug 29, 2019 | AnatomyDisentanglement | CodeCode Available | 0 |
| O-MedAL: Online Active Deep Learning for Medical Image Analysis | Aug 28, 2019 | Active LearningDeep Learning | CodeCode Available | 0 |
| KLDivNet: An unsupervised neural network for multi-modality image registration | Aug 23, 2019 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound | Aug 21, 2019 | AnatomyDisentanglement | CodeCode Available | 0 |
| End-to-End Boundary Aware Networks for Medical Image Segmentation | Aug 21, 2019 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Dataset Growth in Medical Image Analysis Research | Aug 21, 2019 | ArticlesMedical Image Analysis | —Unverified | 0 |
| A unified representation network for segmentation with missing modalities | Aug 19, 2019 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis | Aug 19, 2019 | AnatomyBrain Tumor Segmentation | CodeCode Available | 1 |
| A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration | Aug 16, 2019 | Computational EfficiencyImage Registration | —Unverified | 0 |
| Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks | Aug 7, 2019 | Image-to-Image TranslationMedical Image Analysis | CodeCode Available | 1 |
| SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis | Aug 6, 2019 | Computed Tomography (CT)Data Augmentation | —Unverified | 0 |
| A Fast Content-Based Image Retrieval Method Using Deep Visual Features | Aug 5, 2019 | Content-Based Image RetrievalImage Retrieval | —Unverified | 0 |
| Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization | Aug 2, 2019 | Medical Image Analysisregression | CodeCode Available | 1 |
| Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation | Jul 30, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation | Jul 26, 2019 | Breast Cancer DetectionInstance Segmentation | —Unverified | 0 |
| Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation | Jul 26, 2019 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks | Jul 25, 2019 | DiagnosticImage Registration | CodeCode Available | 0 |
| ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation | Jul 25, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
