| Boundary loss for highly unbalanced segmentation | Dec 17, 2018 | Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation | CodeCode Available | 1 |
| Evaluating the Impact of Intensity Normalization on MR Image Synthesis | Dec 11, 2018 | Image GenerationImputation | CodeCode Available | 0 |
| Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition | Dec 4, 2018 | DiagnosticImage Generation | —Unverified | 0 |
| Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction | Dec 3, 2018 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
| Elastic Boundary Projection for 3D Medical Image Segmentation | Dec 3, 2018 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 0 |
| Phase Collaborative Network for Two-Phase Medical Image Segmentation | Nov 28, 2018 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| An overview of deep learning in medical imaging focusing on MRI | Nov 25, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection | Nov 21, 2018 | Medical Image AnalysisMedical Object Detection | CodeCode Available | 1 |
| ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks | Nov 14, 2018 | Data AugmentationImage Generation | —Unverified | 0 |
| How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering? | Nov 13, 2018 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey | Nov 3, 2018 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Anomaly Detection for imbalanced datasets with Deep Generative Models | Nov 2, 2018 | Anomaly DetectionMedical Image Analysis | —Unverified | 0 |
| Improving CNN Training using Disentanglement for Liver Lesion Classification in CT | Nov 1, 2018 | DisentanglementGeneral Classification | —Unverified | 0 |
| Prediction of severity and treatment outcome for ASD from fMRI | Oct 28, 2018 | feature selectionMedical Image Analysis | —Unverified | 0 |
| Beyond the Leaderboard: Insight and Deployment Challenges to Address Research Problems | Oct 26, 2018 | Medical Image Analysis | —Unverified | 0 |
| Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume Images | Oct 19, 2018 | Combinatorial OptimizationImage Registration | CodeCode Available | 0 |
| Cats or CAT scans: transfer learning from natural or medical image source datasets? | Oct 12, 2018 | DiversityMedical Image Analysis | CodeCode Available | 0 |
| Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer | Oct 5, 2018 | Medical Image AnalysisTumor Segmentation | CodeCode Available | 0 |
| RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification | Sep 30, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| MedAL: Deep Active Learning Sampling Method for Medical Image Analysis | Sep 25, 2018 | Active LearningDiabetic Retinopathy Detection | —Unverified | 0 |
| Modern Convex Optimization to Medical Image Analysis | Sep 24, 2018 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration | Sep 17, 2018 | Affine Image RegistrationDeep Learning | —Unverified | 0 |
| VoxelMorph: A Learning Framework for Deformable Medical Image Registration | Sep 14, 2018 | Deformable Medical Image RegistrationDiffeomorphic Medical Image Registration | CodeCode Available | 1 |
| GANs for Medical Image Analysis | Sep 13, 2018 | General ClassificationMedical Image Analysis | —Unverified | 0 |
| Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration | Sep 10, 2018 | Anatomical Landmark DetectionImage Registration | CodeCode Available | 0 |
