| Multi-Task Deep Learning: Simultaneous Segmentation and Survival Analysis via Cox Proportional Hazards Regression | Jan 25, 2020 | Medical Image AnalysisMulti-Task Learning | —Unverified | 0 |
| Dynamic multi-object Gaussian process models: A framework for data-driven functional modelling of human joints | Jan 22, 2020 | DiagnosticManagement | CodeCode Available | 0 |
| Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale | Jan 21, 2020 | Medical Image Analysis | CodeCode Available | 1 |
| Learning Deformable Registration of Medical Images with Anatomical Constraints | Jan 20, 2020 | AnatomyImage Registration | CodeCode Available | 1 |
| Image Segmentation Using Deep Learning: A Survey | Jan 15, 2020 | DecoderDeep Learning | CodeCode Available | 1 |
| Robustness of Brain Tumor Segmentation | Dec 24, 2019 | Brain Tumor SegmentationMedical Image Analysis | —Unverified | 0 |
| LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation | Dec 13, 2019 | Computational EfficiencyImage Segmentation | CodeCode Available | 0 |
| Multimodal Self-Supervised Learning for Medical Image Analysis | Dec 11, 2019 | Brain Tumor SegmentationData Augmentation | —Unverified | 0 |
| Understanding 3D CNN Behavior for Alzheimer's Disease Diagnosis from Brain PET Scan | Dec 10, 2019 | Medical Image Analysis | —Unverified | 0 |
| Selective Synthetic Augmentation with Quality Assurance | Dec 9, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| Deep learning with noisy labels: exploring techniques and remedies in medical image analysis | Dec 5, 2019 | Deep LearningLearning with noisy labels | —Unverified | 0 |
| OASIS: One-pass aligned Atlas Set for Image Segmentation | Dec 5, 2019 | Image RegistrationImage Segmentation | —Unverified | 0 |
| Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation | Nov 23, 2019 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |
| 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 |
| Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical Imaging | Sep 27, 2019 | BIG-bench Machine LearningMedical Image Analysis | CodeCode Available | 1 |
