Medical Imaging

End-to-end Training of Deep Probabilistic CCA on Paired Biomedical Observations UAI 2019 FACSIMILE: Fast and Accurate Scans From an Image in Less Than a Second ICCV 2019 Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019 From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI NeurIPS 2019 Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019 Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology CVPR 2019 Incorporating Figure Captions and Descriptive Text in MeSH Term Indexing ACL 2019 Joint Acne Image Grading and Counting via Label Distribution Learning ICCV 2019 Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets MIDL 2019 Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation AAAI 2019 Learning Active Contour Models for Medical Image Segmentation CVPR 2019 Learning Conditional Deformable Templates with Convolutional Networks NeurIPS 2019 Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds CVPR 2019 Metric Learning for Image Registration CVPR 2019 MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals IJCAI 2019 Multi-Resolution Weak Supervision for Sequential Data NeurIPS 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 Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks AAAI 2019 Nuclei segmentation by using convolutional network with distance map and contour information ACML 2019 P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification CVPR 2019 Pathological Evidence Exploration in Deep Retinal Image Diagnosis AAAI 2019 PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019 Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition CVPR 2019 Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019