| Weakly Supervised Object Detection with 2D and 3D Regression Neural Networks | Jun 5, 2019 | Medical Image Analysisobject-detection | —Unverified | 0 |
| Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images | Jun 1, 2019 | General ClassificationLesion Segmentation | —Unverified | 0 |
| A multi-objective optimization approach for brain MRI segmentation using fuzzy entropy clustering and region-based active contour methods | May 4, 2019 | Brain SegmentationClustering | —Unverified | 0 |
| Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification | Apr 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Metric Learning for Image Registration | Apr 21, 2019 | Deep LearningDeformable Medical Image Registration | CodeCode Available | 0 |
| Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net | Apr 19, 2019 | Medical Image AnalysisPancreas Segmentation | —Unverified | 0 |
| Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases | Apr 19, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Texture image analysis and texture classification methods - A review | Apr 13, 2019 | ClassificationDefect Detection | —Unverified | 0 |
| Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds | Apr 9, 2019 | Image CompressionImage Segmentation | —Unverified | 0 |
| Feature Fusion Encoder Decoder Network For Automatic Liver Lesion Segmentation | Mar 28, 2019 | DecoderImage Segmentation | —Unverified | 0 |
| InfoMask: Masked Variational Latent Representation to Localize Chest Disease | Mar 28, 2019 | Medical Image AnalysisMultiple Instance Learning | —Unverified | 0 |
| Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information | Mar 25, 2019 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations | Mar 22, 2019 | Image RegistrationImage-to-Image Translation | —Unverified | 0 |
| SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition | Mar 14, 2019 | Autonomous DrivingMedical Image Analysis | —Unverified | 0 |
| Parallel Medical Imaging for Intelligent Medical Image Analysis: Concepts, Methods, and Applications | Mar 12, 2019 | DiagnosticMedical Image Analysis | —Unverified | 0 |
| Deep Learning for Automated Medical Image Analysis | Mar 12, 2019 | AnatomyDeep Learning | —Unverified | 0 |
| CE-Net: Context Encoder Network for 2D Medical Image Segmentation | Mar 7, 2019 | Cell SegmentationDecoder | CodeCode Available | 0 |
| Exploit fully automatic low-level segmented PET data for training high-level deep learning algorithms for the corresponding CT data | Mar 7, 2019 | Bladder SegmentationData Augmentation | —Unverified | 0 |
| Prediction of treatment outcome for autism from structure of the brain based on sure independence screening | Feb 26, 2019 | feature selectionMedical Image Analysis | —Unverified | 0 |
| A Survey of Crowdsourcing in Medical Image Analysis | Feb 25, 2019 | Medical Image AnalysisSurvey | —Unverified | 0 |
| Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions | Feb 15, 2019 | AnatomyBIG-bench Machine Learning | —Unverified | 0 |
| Automatic Whole-body Bone Age Assessment Using Deep Hierarchical Features | Jan 29, 2019 | Medical Image Analysis | —Unverified | 0 |
| Surrogate Supervision for Medical Image Analysis: Effective Deep Learning From Limited Quantities of Labeled Data | Jan 25, 2019 | ColorizationMedical Image Analysis | —Unverified | 0 |
| Robust Learning at Noisy Labeled Medical Images: Applied to Skin Lesion Classification | Jan 23, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Robust Anomaly Detection in Images using Adversarial Autoencoders | Jan 18, 2019 | Anomaly DetectionMedical Image Analysis | —Unverified | 0 |