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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Tensor Regression Networks JMLR 2020
BARNet: Bilinear Attention Network with Adaptive Receptive Fields for Surgical Instrument Segmentation IJCAI 2020
Two-sample Testing Using Deep Learning AISTATS 2020
Bodies at Rest: 3D Human Pose and Shape Estimation From a Pressure Image Using Synthetic Data CVPR 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks CVPR 2020
SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis CVPR 2020
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data CVPR 2020
IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning CVPR 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
Generative Adversarial Networks for Video-to-Video Domain Adaptation AAAI 2020
Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation ACML 2020
CircleNet for Hip Landmark Detection AAAI 2020
Segmenting Medical MRI via Recurrent Decoding Cell AAAI 2020
Object-Guided Instance Segmentation for Biological Images AAAI 2020
Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization NIPS 2020
Augmenting Colonoscopy Using Extended and Directional CycleGAN for Lossy Image Translation CVPR 2020
Automatic Segmentation of Head and Neck Tumors and Nodal Metastases in PET-CT scans MIDL 2020
Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification MIDL 2020
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy MIDL 2020
Breaking Speed Limits with Simultaneous Ultra-Fast MRI Reconstruction and Tissue Segmentation MIDL 2020
Uncertainty-Aware Training of Neural Networks for Selective Medical Image Segmentation MIDL 2020
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation CVPR 2020
DeepFLASH: An Efficient Network for Learning-Based Medical Image Registration CVPR 2020