medical imaging

A Two-Stream Mutual Attention Network for Semi-Supervised Biomedical Segmentation with Noisy Labels AAAI 2019 Building Trust in Deep Learning System towards Automated Disease Detection AAAI 2019 Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms CVPR 2019 CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison AAAI 2019 Direct Uncertainty Prediction for Medical Second Opinions ICML 2019 End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations UAI 2019 Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019 Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019 Gauge Equivariant Convolutional Networks and the Icosahedral CNN ICML 2019 Generative Image Translation for Data Augmentation of Bone Lesion Pathology MIDL 2019 Joint Acne Image Grading and Counting via Label Distribution Learning ICCV 2019 Label super-resolution networks ICLR 2019 Learning beamforming in ultrasound imaging MIDL 2019 Learning Conditional Deformable Templates with Convolutional Networks NeurIPS 2019 Light-Weight Hybrid Convolutional Network for Liver Tumor Segmentation IJCAI 2019 Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds CVPR 2019 MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals IJCAI 2019 Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation CVPR 2019 Networks for Joint Affine and Non-Parametric Image Registration CVPR 2019 Nuclei segmentation by using convolutional network with distance map and contour information ACML 2019 Recurrent Registration Neural Networks for Deformable Image Registration NeurIPS 2019 Recursive Cascaded Networks for Unsupervised Medical Image Registration ICCV 2019 SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction AAAI 2019 Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data ICML 2019 Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering CVPR 2019