| Kvasir-SEG: A Segmented Polyp Dataset | Nov 16, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Optimization with soft Dice can lead to a volumetric bias | Nov 6, 2019 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| Unified Multi-scale Feature Abstraction for Medical Image Segmentation | Oct 24, 2019 | DecoderImage Segmentation | —Unverified | 0 |
| Deep generative model-driven multimodal prostate segmentation in radiotherapy | Oct 23, 2019 | Medical Image AnalysisMulti-Task Learning | —Unverified | 0 |
| Deep Semantic Segmentation of Natural and Medical Images: A Review | Oct 16, 2019 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation | Oct 11, 2019 | Image ReconstructionImage Segmentation | —Unverified | 0 |
| REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs | Oct 8, 2019 | FairnessMedical Image Analysis | —Unverified | 0 |
| A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis | Oct 7, 2019 | Active LearningDeep Learning | —Unverified | 0 |
| NeurReg: Neural Registration and Its Application to Image Segmentation | Oct 4, 2019 | Image RegistrationImage Segmentation | CodeCode Available | 0 |
| Weakly supervised segmentation from extreme points | Oct 2, 2019 | BIG-bench Machine LearningMedical Image Analysis | —Unverified | 0 |
| Improvement of Multiparametric MR Image Segmentation by Augmenting the Data with Generative Adversarial Networks for Glioma Patients | Oct 1, 2019 | Generative Adversarial NetworkImage Segmentation | —Unverified | 0 |
| Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data | Sep 20, 2019 | BenchmarkingEnsemble Learning | CodeCode Available | 0 |
| 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 |
| 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 |
| End-to-End Boundary Aware Networks for Medical Image Segmentation | Aug 21, 2019 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound | Aug 21, 2019 | AnatomyDisentanglement | CodeCode Available | 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 |