| A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration | Aug 16, 2019 | Computational EfficiencyImage Registration | —Unverified | 0 |
| SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis | Aug 6, 2019 | Computed Tomography (CT)Data Augmentation | —Unverified | 0 |
| A Fast Content-Based Image Retrieval Method Using Deep Visual Features | Aug 5, 2019 | Content-Based Image RetrievalImage Retrieval | —Unverified | 0 |
| Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation | Jul 30, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 |
| Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation | Jul 26, 2019 | Breast Cancer DetectionInstance Segmentation | —Unverified | 0 |
| Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation | Jul 26, 2019 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation | Jul 25, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Is Texture Predictive for Age and Sex in Brain MRI? | Jul 25, 2019 | Medical Image Analysis | CodeCode Available | 0 |
| Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks | Jul 25, 2019 | DiagnosticImage Registration | CodeCode Available | 0 |
| Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems | Jul 24, 2019 | Lesion DetectionMedical Image Analysis | —Unverified | 0 |
| Domain specific cues improve robustness of deep learning based segmentation of ct volumes | Jul 23, 2019 | Computed Tomography (CT)Data Augmentation | —Unverified | 0 |
| Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators | Jul 17, 2019 | Gaussian ProcessesMedical Image Analysis | —Unverified | 0 |
| Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction | Jul 5, 2019 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Multiple Landmark Detection using Multi-Agent Reinforcement Learning | Jun 30, 2019 | AnatomyMedical Image Analysis | CodeCode Available | 0 |
| On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks | Jun 28, 2019 | Image RegistrationMedical Image Analysis | CodeCode Available | 0 |
| Denoising of MR images with Rician noise using a wider neural network and noise range division | Jun 17, 2019 | Deep LearningDenoising | CodeCode Available | 0 |
| Dense Deformation Network for High Resolution Tissue Cleared Image Registration | Jun 13, 2019 | Deep LearningImage Registration | —Unverified | 0 |
| Deep Neural Networks for Surface Segmentation Meet Conditional Random Fields | Jun 11, 2019 | Medical Image AnalysisObject | —Unverified | 0 |
| Transfer Learning for Ultrasound Tongue Contour Extraction with Different Domains | Jun 10, 2019 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| A cost-reducing partial labeling estimator in text classification problem | Jun 10, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification | Jun 7, 2019 | ClusteringDeep Learning | —Unverified | 0 |
| Globally-Aware Multiple Instance Classifier for Breast Cancer Screening | Jun 7, 2019 | General ClassificationMedical Image Analysis | —Unverified | 0 |
| Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs | Jun 6, 2019 | Deep LearningDiabetic Retinopathy Grading | CodeCode Available | 0 |
| Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks | Jun 5, 2019 | Automated Pancreas SegmentationComputed Tomography (CT) | —Unverified | 0 |
| A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging | Jun 5, 2019 | General ClassificationMedical Image Analysis | —Unverified | 0 |