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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

TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays CVPR 2018
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 2018
A Probabilistic U-Net for Segmentation of Ambiguous Images NIPS 2018
Adversarial Regularizers in Inverse Problems NIPS 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss IJCAI 2018
On the Automatic Generation of Medical Imaging Reports ACL 2018
CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection ACML 2018
Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria CVPR 2018
Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion CVPR 2018
Distributed Weight Consolidation: A Brain Segmentation Case Study NIPS 2018
Generating Synthetic X-Ray Images of a Person From the Surface Geometry CVPR 2018
Air-Tissue Boundary Segmentation in Real-Time Magnetic Resonance Imaging Video Using Semantic Segmentation with Fully Convolutional Networks INTERSPEECH 2018
A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets PGM 2018
Translating and Segmenting Multimodal Medical Volumes With Cycle- and Shape-Consistency Generative Adversarial Network CVPR 2018
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation CVPR 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR 2017
ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases CVPR 2017
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding CVPR 2017
See without looking: joint visualization of sensitive multi-site datasets IJCAI 2017
EEG-GRAPH: A Factor-Graph-Based Model for Capturing Spatial, Temporal, and Observational Relationships in Electroencephalograms NIPS 2017
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation JMLR 2016
Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR 2016
Diagnostic Prediction Using Discomfort Drawings with IBTM MLHC 2016
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation CVPR 2016
Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks CVPR 2016