Medical Imaging

MRI bias field correction with an implicitly trained CNN MIDL 2022 MR Image Super Resolution By Combining Feature Disentanglement CNNs and Vision Transformers MIDL 2022 MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction NeurIPS 2022 Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning NeurIPS 2022 Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization CVPR 2022 Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations AACL 2022 Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19 Interspeech 2022 Natural image synthesis for the retina with variational information bottleneck representation NeurIPS 2022 Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022 Negative Evidence Matters in Interpretable Histology Image Classification MIDL 2022 Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture CVPR 2022 Neural RGB-D Surface Reconstruction CVPR 2022 Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification CVPR 2022 NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration CVPR 2022 Non-Blind Deblurring for Fluorescence: A Deformable Latent Space Approach With Kernel Parameterization WACV 2022 OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NeurIPS 2022 On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice NeurIPS 2022 On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction MIDL 2022 On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane NeurIPS 2022 OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters NeurIPS 2022 OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NeurIPS 2022 OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift MIDL 2022 OSSO: Obtaining Skeletal Shape From Outside CVPR 2022 Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration AAAI 2022 PhysFormer: Facial Video-Based Physiological Measurement With Temporal Difference Transformer CVPR 2022