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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Prostate Cancer Semantic Segmentation by Gleason Score Group in bi-parametric MRI with Self Attention Model on the Peripheral Zone MIDL 2020
Training deep segmentation networks on texture-encoded input: application to neuroimaging of the developing neonatal brain MIDL 2020
An Ensemble Approach for Automatic Structuring of Radiology Reports EMNLP 2020
Learning the Geometry of Wave-Based Imaging NIPS 2020
Disentangling Human Error from Ground Truth in Segmentation of Medical Images NIPS 2020
Learning to Generate Clinically Coherent Chest X-Ray Reports EMNLP 2020
Separating Particulate Matter From a Single Microscopic Image CVPR 2020
Automatic recognition of abdominal lymph nodes from clinical text EMNLP 2020
Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift IJCAI 2020
Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening MIDL 2020
3D-ZeF: A 3D Zebrafish Tracking Benchmark Dataset CVPR 2020
Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis AAAI 2020
MRI Banding Removal via Adversarial Training NIPS 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations NIPS 2020
Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment AAAI 2020
MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning AAAI 2020
Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty NIPS 2020
3D Self-Supervised Methods for Medical Imaging NIPS 2020
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
FocalMix: Semi-Supervised Learning for 3D Medical Image Detection CVPR 2020
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​ NIPS 2020
Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary CVPR 2020
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020