| Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors | Jul 2, 2020 | Medical Image AnalysisObject | —Unverified | 0 |
| BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture | Jul 1, 2020 | DecoderDenoising | CodeCode Available | 1 |
| Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks | Jun 29, 2020 | Deep LearningImage Registration | CodeCode Available | 1 |
| Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation | Jun 28, 2020 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling | Jun 26, 2020 | BIG-bench Machine LearningImage Segmentation | —Unverified | 0 |
| Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net | Jun 24, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation | Jun 24, 2020 | Autonomous DrivingImage Segmentation | —Unverified | 0 |
| Anomaly Detection in Medical Imaging with Deep Perceptual Autoencoders | Jun 23, 2020 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 1 |
| Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation | Jun 23, 2020 | Autonomous VehiclesFew-Shot Learning | —Unverified | 0 |
| Interpretation of 3D CNNs for Brain MRI Data Classification | Jun 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Unified Representation Learning for Efficient Medical Image Analysis | Jun 19, 2020 | DenoisingGeneral Classification | —Unverified | 0 |
| Contrastive learning of global and local features for medical image segmentation with limited annotations | Jun 18, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural network | Jun 11, 2020 | Medical Image AnalysisMulti-Task Learning | CodeCode Available | 0 |
| COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature | Jun 11, 2020 | Anomaly DetectionArticles | CodeCode Available | 1 |
| Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors | Jun 11, 2020 | Adversarial AttackMedical Image Analysis | CodeCode Available | 0 |
| Brain MRI analysis using a deep learning based evolutionary approach | Jun 10, 2020 | ClassificationDeep Learning | CodeCode Available | 0 |
| Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation | Jun 10, 2020 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Boundary-assisted Region Proposal Networks for Nucleus Segmentation | Jun 4, 2020 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 |
| Enhancing Foreground Boundaries for Medical Image Segmentation | May 29, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Explainable deep learning models in medical image analysis | May 28, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| A Deep Learning based Fast Signed Distance Map Generation | May 26, 2020 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| 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 |
