← Domain-Specific
Computer Vision › Domain-Specific ›

Medical Imaging

1931 directly classified papers

Papers per year

Papers

Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow CVPR 2022
M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer CVPR 2022
MonoScene: Monocular 3D Semantic Scene Completion CVPR 2022
Neural RGB-D Surface Reconstruction CVPR 2022
On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane NIPS 2022
Natural image synthesis for the retina with variational information bottleneck representation NIPS 2022
SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis NIPS 2022
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology NIPS 2022
MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NIPS 2022
Residual Multiplicative Filter Networks for Multiscale Reconstruction NIPS 2022
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM NIPS 2022
Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images NIPS 2022
Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs AAAI 2022
An End-to-End Traditional Chinese Medicine Constitution Assessment System Based on Multimodal Clinical Feature Representation and Fusion AAAI 2022
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data AAAI 2022
Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images AAAI 2022
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration AAAI 2022
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022
Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration AAAI 2022
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI 2022
Fair Conformal Predictors for Applications in Medical Imaging AAAI 2022
Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract) AAAI 2022
Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization CVPR 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis CVPR 2022
Learning Optimal K-Space Acquisition and Reconstruction Using Physics-Informed Neural Networks CVPR 2022