Medical Imaging

CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation ICCV 2019 CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data MIDL 2019 Cascaded and Dual: Discrimination Oriented Network for Brain Tumor Classification ACML 2019 Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms CVPR 2019 CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison AAAI 2019 Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images CVPR 2019 Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation CVPR 2019 Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation CVPR 2019 Deep Hierarchical Multi-label Classification of Chest X-ray Images MIDL 2019 Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI AAAI 2019 Difficulty-Aware Attention Network with Confidence Learning for Medical Image Segmentation AAAI 2019 Digitally Stained Confocal Microscopy through Deep Learning MIDL 2019 Divergence Prior and Vessel-Tree Reconstruction CVPR 2019 Dual Directed Capsule Network for Very Low Resolution Image Recognition ICCV 2019 DuDoNet: Dual Domain Network for CT Metal Artifact Reduction CVPR 2019 Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior ICCV 2019 Efficient characterization of electrically evoked responses for neural interfaces NeurIPS 2019 Elastic Boundary Projection for 3D Medical Image Segmentation CVPR 2019 End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations UAI 2019 Enhancing high-content imaging for studying microtubule networks at large-scale MLHC 2019 Estimating the Fundamental Matrix Without Point Correspondences With Application to Transmission Imaging ICCV 2019 Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation MIDL 2019 Exploring local rotation invariance in 3D CNNs with steerable filters MIDL 2019 Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images NeurIPS 2019 Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019