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Medical Imaging

989 directly classified papers

Papers per year

Papers

Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks AAAI 2019
Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation AAAI 2019
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019
Biomedical Image Segmentation via Representative Annotation AAAI 2019
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI AAAI 2019
Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019
Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis AAAI 2019
PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019
Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019
Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition CVPR 2019
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images CVPR 2019
P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification CVPR 2019
Elastic Boundary Projection for 3D Medical Image Segmentation CVPR 2019
Networks for Joint Affine and Non-Parametric Image Registration CVPR 2019
Metric Learning for Image Registration CVPR 2019
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology CVPR 2019
Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019
Data Augmentation Using Learned Transformations for One-Shot Medical Image Segmentation CVPR 2019
Attention Based Glaucoma Detection: A Large-Scale Database and CNN Model CVPR 2019
Learning Active Contour Models for Medical Image Segmentation CVPR 2019
Atlas of Digital Pathology: A Generalized Hierarchical Histological Tissue Type-Annotated Database for Deep Learning CVPR 2019
Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation CVPR 2019
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds CVPR 2019
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction CVPR 2019