Medical Imaging

Cross-View Correspondence Reasoning Based on Bipartite Graph Convolutional Network for Mammogram Mass Detection CVPR 2020 Deep Distance Transform for Tubular Structure Segmentation in CT Scans CVPR 2020 DeepFLASH: An Efficient Network for Learning-Based Medical Image Registration CVPR 2020 Disentangling Human Error from Ground Truth in Segmentation of Medical Images NeurIPS 2020 DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior CVPR 2020 EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks AAAI 2020 ElixirNet: Relation-Aware Network Architecture Adaptation for Medical Lesion Detection AAAI 2020 Extremely Dense Point Correspondences Using a Learned Feature Descriptor CVPR 2020 Feature Difference Makes Sense: A medical image captioning model exploiting feature difference and tag information ACL 2020 Feature Disentanglement to Aid Imaging Biomarker Characterization for Genetic Mutations MIDL 2020 FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation CVPR 2020 FocalMix: Semi-Supervised Learning for 3D Medical Image Detection CVPR 2020 Fully Convolutional Network for Consistent Voxel-Wise Correspondence AAAI 2020 Generating Radiology Reports via Memory-driven Transformer EMNLP 2020 GrappaNet: Combining Parallel Imaging With Deep Learning for Multi-Coil MRI Reconstruction CVPR 2020 How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study MIDL 2020 ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping NeurIPS 2020 Improving ECG Classification Using Generative Adversarial Networks AAAI 2020 IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning CVPR 2020 Iteratively-Refined Interactive 3D Medical Image Segmentation With Multi-Agent Reinforcement Learning CVPR 2020 Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments AAAI 2020 Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays EMNLP 2020 Learning Weighted Submanifolds With Variational Autoencoders and Riemannian Variational Autoencoders CVPR 2020 LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation CVPR 2020 Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction NeurIPS 2020