| Meta-repository of screening mammography classifiers | Aug 10, 2021 | Breast Cancer DetectionBreast Tumour Classification | CodeCode Available | 1 |
| Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future | Aug 10, 2021 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 |
| NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration | Aug 7, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation | Aug 6, 2021 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 |
| Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI | Aug 3, 2021 | Age EstimationGenerative Adversarial Network | CodeCode Available | 0 |
| Adaptable image quality assessment using meta-reinforcement learning of task amenability | Jul 31, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Margin-Aware Intra-Class Novelty Identification for Medical Images | Jul 31, 2021 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 |
| Can non-specialists provide high quality gold standard labels in challenging modalities? | Jul 30, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Realistic Ultrasound Image Synthesis for Improved Classification of Liver Disease | Jul 27, 2021 | ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Reconstructing Images of Two Adjacent Objects through Scattering Medium Using Generative Adversarial Network | Jul 24, 2021 | Generative Adversarial Networkimage-classification | —Unverified | 0 |
| Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions | Jul 24, 2021 | DecoderImage Segmentation | CodeCode Available | 0 |
| Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? | Jul 23, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Explainable artificial intelligence (XAI) in deep learning-based medical image analysis | Jul 22, 2021 | Decision MakingDeep Learning | —Unverified | 0 |
| Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation | Jul 21, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation | Jul 21, 2021 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 |
| An Automatic Nuclei Image Segmentation Based on Multi-Scale Split-Attention U-Net | Jul 20, 2021 | Cell SegmentationImage Segmentation | CodeCode Available | 0 |
| Towards Privacy-preserving Explanations in Medical Image Analysis | Jul 20, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Compound Figure Separation of Biomedical Images with Side Loss | Jul 19, 2021 | Contrastive LearningImage Augmentation | CodeCode Available | 0 |
| Transductive image segmentation: Self-training and effect of uncertainty estimation | Jul 19, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Out of Distribution Detection and Adversarial Attacks on Deep Neural Networks for Robust Medical Image Analysis | Jul 10, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor Segmentation | Jul 7, 2021 | Brain SegmentationBrain Tumor Segmentation | CodeCode Available | 0 |
| Supervised Segmentation with Domain Adaptation for Small Sampled Orbital CT Images | Jul 1, 2021 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| A Systematic Collection of Medical Image Datasets for Deep Learning | Jun 24, 2021 | Deep LearningMedical Image Analysis | CodeCode Available | 1 |
| Estimating MRI Image Quality via Image Reconstruction Uncertainty | Jun 21, 2021 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling | Jun 19, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
