Medical Imaging

Understanding Alzheimer disease’s structural connectivity through explainable AI MIDL 2020 Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting CVPR 2020 Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records EMNLP 2020 Visual Question Generation from Radiology Images ACL 2020 What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020 When Radiology Report Generation Meets Knowledge Graph AAAI 2020 Adaptive Weighting Multi-Field-Of-View CNN for Semantic Segmentation in Pathology CVPR 2019 A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019 A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019 Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning CVPR 2019 Attention Based Glaucoma Detection: A Large-Scale Database and CNN Model CVPR 2019 BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos NeurIPS 2019 Biomedical Image Segmentation via Representative Annotation AAAI 2019 Building Trust in Deep Learning System towards Automated Disease Detection AAAI 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 Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019 Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation CVPR 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 Direct Estimation of Differential Functional Graphical Models NeurIPS 2019 DuDoNet: Dual Domain Network for CT Metal Artifact Reduction CVPR 2019 Elastic Boundary Projection for 3D Medical Image Segmentation CVPR 2019