| Kernel Self-Attention in Deep Multiple Instance Learning | May 25, 2020 | Medical Image AnalysisMultiple Instance Learning | —Unverified | 0 |
| Functional Space Variational Inference for Uncertainty Estimation in Computer Aided Diagnosis | May 24, 2020 | Bayesian InferenceLesion Classification | —Unverified | 0 |
| Risk of Training Diagnostic Algorithms on Data with Demographic Bias | May 20, 2020 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Medical Image Generation using Generative Adversarial Networks | May 19, 2020 | Image AugmentationImage Generation | —Unverified | 0 |
| Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks | May 19, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 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 |
| Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing | May 11, 2020 | Domain AdaptationMedical Image Analysis | —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 |
| 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 |
| 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 |
| 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 |
| Reducing Magnetic Resonance Image Spacing by Learning Without Ground-Truth | Mar 27, 2020 | Medical Image AnalysisSuper-Resolution | —Unverified | 0 |
| Eisen: a python package for solid deep learning | Mar 18, 2020 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| 3D medical image segmentation with labeled and unlabeled data using autoencoders at the example of liver segmentation in CT images | Mar 17, 2020 | Image SegmentationLiver Segmentation | —Unverified | 0 |
| Breast Cancer Detection Using Convolutional Neural Networks | Mar 17, 2020 | Anomaly DetectionBreast Cancer Detection | CodeCode Available | 0 |
| SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images | Mar 12, 2020 | Medical Image AnalysisSynthetic Data Generation | —Unverified | 0 |
| Trajectory Grouping with Curvature Regularization for Tubular Structure Tracking | Mar 8, 2020 | Medical Image Analysis | —Unverified | 0 |
| BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation | Mar 3, 2020 | AutoMLImage Segmentation | —Unverified | 0 |
| A Question-Centric Model for Visual Question Answering in Medical Imaging | Mar 2, 2020 | Medical Image AnalysisQuestion Answering | CodeCode Available | 0 |
| Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography | Mar 1, 2020 | Breast Cancer DetectionMedical Image Analysis | —Unverified | 0 |
| Self-supervised Representation Learning for Ultrasound Video | Feb 28, 2020 | AnatomyMedical Image Analysis | —Unverified | 0 |
| Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions | Feb 22, 2020 | Medical Image AnalysisPrediction | —Unverified | 0 |
| 4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model | Feb 17, 2020 | AnatomyGenerative Adversarial Network | —Unverified | 0 |
| A Novel and Efficient Tumor Detection Framework for Pancreatic Cancer via CT Images | Feb 11, 2020 | Computed Tomography (CT)Medical Image Analysis | —Unverified | 0 |
| Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images | Feb 11, 2020 | DecoderMedical Image Analysis | —Unverified | 0 |
| Unlabeled Data Deployment for Classification of Diabetic Retinopathy Images Using Knowledge Transfer | Feb 9, 2020 | General ClassificationKnowledge Distillation | —Unverified | 0 |
| Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives | Jan 26, 2020 | Medical Image Analysis | —Unverified | 0 |
| Suggestive Labelling for Medical Image Analysis by Adaptive Latent Space Sampling | Jan 25, 2020 | InformativenessMedical Image Analysis | —Unverified | 0 |
| Multi-Task Deep Learning: Simultaneous Segmentation and Survival Analysis via Cox Proportional Hazards Regression | Jan 25, 2020 | Medical Image AnalysisMulti-Task Learning | —Unverified | 0 |
| Training Models 20X Faster in Medical Image Analysis | Jan 25, 2020 | Medical Image Analysis | —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 |
| 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 |
| OASIS: One-pass aligned Atlas Set for Image Segmentation | Dec 5, 2019 | Image RegistrationImage Segmentation | —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 |
| Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation | Nov 23, 2019 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |