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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

CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries CVPR 2020
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting CVPR 2020
Tensor Regression Networks JMLR 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning CVPR 2020
Towards Visual Dialog for Radiology ACL 2020
Organ at Risk Segmentation for Head and Neck Cancer Using Stratified Learning and Neural Architecture Search CVPR 2020
IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks WACV 2020
Two-sample Testing Using Deep Learning AISTATS 2020
Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning AISTATS 2020
Meta Segmentation Network for Ultra-Resolution Medical Images IJCAI 2020
Continuously Indexed Domain Adaptation ICML 2020
Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020
Self-Supervised Pretraining with DICOM metadata in Ultrasound Imaging MLHC 2020
Pyramid Attention Aggregation Network for Semantic Segmentation of Surgical Instruments AAAI 2020
Automatic Glottis Detection and Segmentation in Stroboscopic Videos Using Convolutional Networks INTERSPEECH 2020
ElixirNet: Relation-Aware Network Architecture Adaptation for Medical Lesion Detection AAAI 2020
Generative Adversarial Networks for Video-to-Video Domain Adaptation AAAI 2020
PSENet: Psoriasis Severity Evaluation Network AAAI 2020
Learning to ground medical text in a 3D human atlas EMNLP 2020
On the diminishing return of labeling clinical reports EMNLP 2020
Generating Radiology Reports via Memory-driven Transformer EMNLP 2020
A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image CVPR 2020
Deep Distance Transform for Tubular Structure Segmentation in CT Scans CVPR 2020
Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020
Query-Focused EHR Summarization to Aid Imaging Diagnosis MLHC 2020