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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

A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021
Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia AAAI 2021
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021
Confluent Vessel Trees With Accurate Bifurcations CVPR 2021
CheXbreak: Misclassification Identification for Deep Learning Models Interpreting Chest X-rays MLHC 2021
Stool Image Analysis for Precision Health Monitoring by Smart Toilets MLHC 2021
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning MIDL 2021
Understanding and Visualizing Generalization in UNets MIDL 2021
Progressive Transformer-Based Generation of Radiology Reports EMNLP 2021
Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations NIPS 2021
Learning Riemannian metric for disease progression modeling NIPS 2021
Deep Survival Analysis With Longitudinal X-Rays for COVID-19 ICCV 2021
Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image ICCV 2021
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation CVPR 2021
Reciprocal Landmark Detection and Tracking With Extremely Few Annotations CVPR 2021
Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021
Quantifying Explainers of Graph Neural Networks in Computational Pathology CVPR 2021
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation CVPR 2021
Generating Mammography Reports from Multi-view Mammograms with BERT EMNLP 2021
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021
SagaNet: A Small Sample Gated Network for Pediatric Cancer Diagnosis ICML 2021
Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021
Deep Active Learning for Joint Classification & Segmentation With Weak Annotator WACV 2021
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation IJCNLP 2021