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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

Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation MIDL 2020
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model MIDL 2020
OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation AAAI 2020
Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019
Transfusion: Understanding Transfer Learning for Medical Imaging NIPS 2019
Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis AAAI 2019
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds CVPR 2019
A Poisson-Gaussian Denoising Dataset With Real Fluorescence Microscopy Images CVPR 2019
A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019
Gauge Equivariant Convolutional Networks and the Icosahedral CNN ICML 2019
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
Attention Based Glaucoma Detection: A Large-Scale Database and CNN Model CVPR 2019
Attention-Based Autism Spectrum Disorder Screening With Privileged Modality ICCV 2019
Joint Acne Image Grading and Counting via Label Distribution Learning ICCV 2019
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison AAAI 2019
X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks CVPR 2019
Generative Image Translation for Data Augmentation of Bone Lesion Pathology MIDL 2019
Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions MIDL 2019
Light-Weight Hybrid Convolutional Network for Liver Tumor Segmentation IJCAI 2019
Direct Uncertainty Prediction for Medical Second Opinions ICML 2019
Recurrent Registration Neural Networks for Deformable Image Registration NIPS 2019
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering CVPR 2019
Recursive Cascaded Networks for Unsupervised Medical Image Registration ICCV 2019
Assessing Knee OA Severity with CNN attention-based end-to-end architectures MIDL 2019
A Survey on Biomedical Image Captioning NAACL 2019