| Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds | Apr 9, 2019 | Image CompressionImage Segmentation | —Unverified | 0 |
| Med3D: Transfer Learning for 3D Medical Image Analysis | Apr 1, 2019 | 3D Medical Imaging SegmentationLiver Segmentation | CodeCode Available | 1 |
| 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 |
| Disentangled Representation Learning in Cardiac Image Analysis | Mar 22, 2019 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| 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 |
| Population-Guided Large Margin Classifier for High-Dimension Low -Sample-Size Problems | Jan 5, 2019 | Face RecognitionGeneral Classification | —Unverified | 0 |
| A Survey on Non-rigid 3D Shape Analysis | Dec 25, 2018 | Medical Image AnalysisRetrieval | —Unverified | 0 |
| Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images | Dec 24, 2018 | GPUImage Segmentation | —Unverified | 0 |
| Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review | Dec 20, 2018 | AnatomyMedical Image Analysis | —Unverified | 0 |
| A Tour of Unsupervised Deep Learning for Medical Image Analysis | Dec 19, 2018 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis | Dec 18, 2018 | BIG-bench Machine LearningMedical Image Analysis | CodeCode Available | 0 |
