| Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks | May 19, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 |
| Ultrasound Video Summarization using Deep Reinforcement Learning | May 19, 2020 | Deep Reinforcement LearningDiagnostic | CodeCode Available | 1 |
| Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model | May 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Modeling and Enhancing Low-quality Retinal Fundus Images | May 12, 2020 | Image EnhancementMedical Image Analysis | CodeCode Available | 1 |
| Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing | May 11, 2020 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation | May 11, 2020 | Brain Tumor SegmentationDomain Adaptation | —Unverified | 0 |
| Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation | May 8, 2020 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| Deeply Supervised Active Learning for Finger Bones Segmentation | May 7, 2020 | Active LearningIncremental Learning | CodeCode Available | 0 |
| Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans | May 7, 2020 | Data AugmentationMedical Image Analysis | —Unverified | 0 |
| AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography | May 5, 2020 | Medical Image Analysis | —Unverified | 0 |
| Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond | Apr 30, 2020 | Image RegistrationImage Segmentation | CodeCode Available | 1 |
| A scoping review of transfer learning research on medical image analysis using ImageNet | Apr 27, 2020 | ArticlesData Augmentation | —Unverified | 0 |
| A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis | Apr 25, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| Mining self-similarity: Label super-resolution with epitomic representations | Apr 24, 2020 | Medical Image AnalysisSemantic Segmentation | CodeCode Available | 0 |
| Tensor Networks for Medical Image Classification | Apr 21, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Pseudo-healthy synthesis with pathology disentanglement and adversarial learning | Apr 20, 2020 | Anomaly DetectionDisentanglement | CodeCode Available | 0 |
| A Spatially Constrained Deep Convolutional Neural Network for Nerve Fiber Segmentation in Corneal Confocal Microscopic Images using Inaccurate Annotations | Apr 20, 2020 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| CAggNet: Crossing Aggregation Network for Medical Image Segmentation | Apr 16, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Extreme Consistency: Overcoming Annotation Scarcity and Domain Shifts | Apr 15, 2020 | Medical Image AnalysisRetinal Vessel Segmentation | —Unverified | 0 |
| Y-net: Biomedical Image Segmentation and Clustering | Apr 12, 2020 | ClusteringDeep Clustering | —Unverified | 0 |
| Models Genesis | Apr 9, 2020 | AnatomyMedical Image Analysis | CodeCode Available | 1 |
| Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study | Apr 7, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| Confident Coreset for Active Learning in Medical Image Analysis | Apr 5, 2020 | Active LearningMedical Image Analysis | —Unverified | 0 |
| 3D Deep Learning on Medical Images: A Review | Apr 1, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Computer Aided Detection for Pulmonary Embolism Challenge (CAD-PE) | Mar 30, 2020 | Medical Image AnalysisSensitivity | —Unverified | 0 |
