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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

Towards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach AAAI 2019
Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data ICML 2019
Unsupervised Lesion Detection via Image Restoration with a Normative Prior MIDL 2019
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization MIDL 2019
Learning beamforming in ultrasound imaging MIDL 2019
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation MIDL 2019
A Hybrid, Dual Domain, Cascade of Convolutional Neural Networks for Magnetic Resonance Image Reconstruction MIDL 2019
Networks for Joint Affine and Non-Parametric Image Registration CVPR 2019
Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019
Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms CVPR 2019
Building Trust in Deep Learning System towards Automated Disease Detection AAAI 2019
SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction AAAI 2019
Nuclei segmentation by using convolutional network with distance map and contour information ACML 2019
End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations UAI 2019
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals IJCAI 2019
An Alarm System for Segmentation Algorithm Based on Shape Model ICCV 2019
Learning Conditional Deformable Templates with Convolutional Networks NIPS 2019
Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation CVPR 2019
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information ACL 2018
An Unsupervised Learning Model for Deformable Medical Image Registration CVPR 2018
Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation CVPR 2018
Tongue Segmentation with Geometrically Constrained Snake Model INTERSPEECH 2018
Towards Automatic Speech Identification from Vocal Tract Shape Dynamics in Real-time MRI INTERSPEECH 2018
Probabilistic Joint Face-Skull Modelling for Facial Reconstruction CVPR 2018
Thoracic Disease Identification and Localization With Limited Supervision CVPR 2018