| Exploring the similarity of medical imaging classification problems | Jun 12, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Automatic tracking of vessel-like structures from a single starting point | Jun 8, 2017 | Medical Image Analysis | —Unverified | 0 |
| Synthesizing Filamentary Structured Images with GANs | Jun 7, 2017 | Medical Image AnalysisStyle Transfer | CodeCode Available | 0 |
| Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? | Jun 2, 2017 | Medical Image AnalysisTransfer Learning | —Unverified | 0 |
| ConvNet-Based Localization of Anatomical Structures in 3D Medical Images | Apr 19, 2017 | Medical Image Analysis | —Unverified | 0 |
| Knowledge Transfer for Melanoma Screening with Deep Learning | Mar 22, 2017 | Deep Learningimage-classification | CodeCode Available | 0 |
| Label Stability in Multiple Instance Learning | Mar 15, 2017 | Medical Image AnalysisMultiple Instance Learning | —Unverified | 0 |
| Multi-scale Image Fusion Between Pre-operative Clinical CT and X-ray Microtomography of Lung Pathology | Feb 27, 2017 | AnatomyComputed Tomography (CT) | —Unverified | 0 |
| Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation | Feb 25, 2017 | Domain AdaptationLesion Segmentation | —Unverified | 0 |
| A Survey on Deep Learning in Medical Image Analysis | Feb 19, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation | Jan 31, 2017 | 3D Medical Imaging SegmentationComputed Tomography (CT) | —Unverified | 0 |
| Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis | Dec 8, 2016 | Medical Image AnalysisTexture Classification | —Unverified | 0 |
| Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net | Nov 27, 2016 | Medical Image Analysis | —Unverified | 0 |
| Template Matching Advances and Applications in Image Analysis | Oct 23, 2016 | Decision MakingImage Registration | —Unverified | 0 |
| Deep image mining for diabetic retinopathy screening | Oct 22, 2016 | Medical Image Analysis | —Unverified | 0 |
| Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities | Oct 16, 2016 | Decision MakingMedical Image Analysis | —Unverified | 0 |
| Deep Neural Ensemble for Retinal Vessel Segmentation in Fundus Images towards Achieving Label-free Angiography | Sep 19, 2016 | DiversityMedical Image Analysis | —Unverified | 0 |
| Medical image denoising using convolutional denoising autoencoders | Aug 16, 2016 | DenoisingImage Denoising | CodeCode Available | 0 |
| Distributed-memory large deformation diffeomorphic 3D image registration | Aug 11, 2016 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Incorporating prior knowledge in medical image segmentation: a survey | Jul 5, 2016 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation | Jun 24, 2016 | Automated Pancreas SegmentationMedical Image Analysis | —Unverified | 0 |
| The Minimum Cost Connected Subgraph Problem in Medical Image Analysis | Jun 20, 2016 | Medical Image Analysis | —Unverified | 0 |
| V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation | Jun 15, 2016 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Learning under Distributed Weak Supervision | Jun 3, 2016 | Brain SegmentationMedical Image Analysis | —Unverified | 0 |
| A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis | Jun 1, 2016 | Medical Image Analysisregression | —Unverified | 0 |