| An Unsupervised Learning Model for Deformable Medical Image Registration | Feb 7, 2018 | Deformable Medical Image RegistrationImage Registration | CodeCode Available | 0 |
| Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis | Feb 2, 2018 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 0 |
| Development of ICA and IVA Algorithms with Application to Medical Image Analysis | Jan 25, 2018 | Medical Image Analysis | —Unverified | 0 |
| Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation | Jan 25, 2018 | Image SegmentationLesion Detection | —Unverified | 0 |
| 3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies | Jan 18, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers | Jan 16, 2018 | Cardiac SegmentationDiagnostic | —Unverified | 0 |
| Efficient Image Evidence Analysis of CNN Classification Results | Jan 5, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation | Dec 29, 2017 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 |
| Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review | Dec 11, 2017 | Lesion SegmentationMedical Image Analysis | —Unverified | 0 |
| Unsupervised Learning for Cell-level Visual Representation in Histopathology Images with Generative Adversarial Networks | Nov 30, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes | Nov 23, 2017 | GPULesion Detection | CodeCode Available | 0 |
| Fast Predictive Simple Geodesic Regression | Nov 15, 2017 | GPUImage Registration | —Unverified | 0 |
| Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Problems | Oct 6, 2017 | Active LearningGeneral Classification | —Unverified | 0 |
| DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion Annotations | Oct 4, 2017 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 1 |
| NiftyNet: a deep-learning platform for medical imaging | Sep 11, 2017 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Medical Image Analysis using Convolutional Neural Networks: A Review | Sep 4, 2017 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection | Aug 24, 2017 | Contour DetectionMedical Image Analysis | —Unverified | 0 |
| Employing Weak Annotations for Medical Image Analysis Problems | Aug 21, 2017 | Computed Tomography (CT)Liver Segmentation | —Unverified | 0 |
| Conditional Adversarial Network for Semantic Segmentation of Brain Tumor | Aug 17, 2017 | Generative Adversarial NetworkMedical Image Analysis | —Unverified | 0 |
| Deep Learning for Medical Image Analysis | Aug 17, 2017 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Extraction of Airways with Probabilistic State-space Models and Bayesian Smoothing | Aug 7, 2017 | Medical Image AnalysisState Space Models | —Unverified | 0 |
| Detecting and classifying lesions in mammograms with Deep Learning | Jul 26, 2017 | Breast Cancer DetectionDeep Learning | CodeCode Available | 0 |
| Detection of curved lines with B-COSFIRE filters: A case study on crack delineation | Jul 24, 2017 | Medical Image Analysis | —Unverified | 0 |
| Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis | Jul 19, 2017 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Adversarial training and dilated convolutions for brain MRI segmentation | Jul 11, 2017 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
