Medical Imaging

Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration From Single Noisy Volume With Sparsity Constraint ICCV 2021 Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks MIDL 2021 Towards Visual Question Answering on Pathology Images ACL 2021 Unsupervised Cycle-Consistent Network for Removing Susceptibility Artifacts in Single-shot EPI ACML 2021 Visual-Textual Attentive Semantic Consistency for Medical Report Generation ICCV 2021 Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation EMNLP 2021 Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis MIDL 2021 Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation AAAI 2021 Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation ACL 2021 XProtoNet: Diagnosis in Chest Radiography With Global and Local Explanations CVPR 2021 3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020 A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling MIDL 2020 ADINet: Attribute Driven Incremental Network for Retinal Image Classification CVPR 2020 Air-Tissue Boundary Segmentation in Real Time Magnetic Resonance Imaging Video Using 3-D Convolutional Neural Network Interspeech 2020 An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training AAAI 2020 An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images MIDL 2020 A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image CVPR 2020 Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation ACML 2020 Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation CVPR 2020 Automatic Glottis Detection and Segmentation in Stroboscopic Videos Using Convolutional Networks Interspeech 2020 Bi-level Probabilistic Feature Learning for Deformable Image Registration IJCAI 2020 C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation CVPR 2020 CircleNet for Hip Landmark Detection AAAI 2020 Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT EMNLP 2020 CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries CVPR 2020