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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

ADINet: Attribute Driven Incremental Network for Retinal Image Classification CVPR 2020
Improving ECG Classification Using Generative Adversarial Networks AAAI 2020
Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract) AAAI 2020
Deep Reinforcement Learning for Organ Localization in CT MIDL 2020
A Heteroscedastic Uncertainty Model for Decoupling Sources of MRI Image Quality MIDL 2020
Continual Learning for Domain Adaptation in Chest X-ray Classification MIDL 2020
Skull R-CNN: A CNN-based network for the skull fracture detection MIDL 2020
On the limits of cross-domain generalization in automated X-ray prediction MIDL 2020
Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks IJCAI 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks CVPR 2020
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification CVPR 2020
Rethinking Computer-Aided Tuberculosis Diagnosis CVPR 2020
BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation IJCAI 2020
Correlation via Synthesis: End-to-end Image Generation and Radiogenomic Learning Based on Generative Adversarial Network MIDL 2020
Learning to Generate Clinically Coherent Chest X-Ray Reports EMNLP 2020
Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT EMNLP 2020
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays EMNLP 2020
MedICaT: A Dataset of Medical Images, Captions, and Textual References EMNLP 2020
When Radiology Report Generation Meets Knowledge Graph AAAI 2020
Multi-graph Fusion for Functional Neuroimaging Biomarker Detection IJCAI 2020
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​ NIPS 2020
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps AAAI 2020
MRI Banding Removal via Adversarial Training NIPS 2020
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty NIPS 2020
3D Self-Supervised Methods for Medical Imaging NIPS 2020