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medical imaging

960 papers

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Also known as

MRI

Co-occurring keywords

semantic segmentation (3179) image segmentation (962) multimodal learning (4622) self-supervised learning (3751) domain adaptation (4578) convolutional neural network (4216) chest x-ray (110) deep learning (2111) contrastive learning (3979) vision-language model (2235)

Papers

Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations AACL 2022
ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022
Disentangling Disease-related Representation from Obscure for Disease Prediction ICML 2022
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NIPS 2022
MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NIPS 2022
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NIPS 2022
H^2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis AAAI 2022
Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images AAAI 2022
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation AAAI 2022
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI 2022
Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract) AAAI 2022
3D Manifold Topology Based Medical Image Data Augmentation ACML 2022
Efficient Classification of Very Large Images With Tiny Objects CVPR 2022
Deep Cascade Learning for Optimal Medical Image Feature Representation MLHC 2022
Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection MLHC 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis CVPR 2022
Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization CVPR 2022
RRED : A Radiology Report Error Detector based on Deep Learning Framework NAACL 2022
Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations IJCNLP 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NIPS 2022
Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation WACV 2022
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy WACV 2022
TA-Net: Topology-Aware Network for Gland Segmentation WACV 2022