Medical Imaging

Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019 Gauge Equivariant Convolutional Networks and the Icosahedral CNN ICML 2019 Handwriting Recognition in Low-Resource Scripts Using Adversarial Learning CVPR 2019 High-quality segmentation of low quality cardiac MR images using k-space artefact correction MIDL 2019 HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images ICCV 2019 Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology CVPR 2019 Human-level Protein Localization with Convolutional Neural Networks ICLR 2019 Into the Wild: Transitioning from Recognizing Mood in Clinical Interactions to Personal Conversations for Individuals with Bipolar Disorder Interspeech 2019 Invert to Learn to Invert NeurIPS 2019 Joint Acne Image Grading and Counting via Label Distribution Learning ICCV 2019 K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection IJCAI 2019 Learning Active Contour Models for Medical Image Segmentation CVPR 2019 Learning beamforming in ultrasound imaging MIDL 2019 Learning Conditional Deformable Templates with Convolutional Networks NeurIPS 2019 Learning from sparsely annotated data for semantic segmentation in histopathology images MIDL 2019 Learning interpretable multi-modal features for alignment with supervised iterative descent MIDL 2019 Learning Multi-Class Segmentations From Single-Class Datasets CVPR 2019 Learning to Reconstruct People in Clothing From a Single RGB Camera CVPR 2019 Learning with Multitask Adversaries using Weakly Labelled Data for Semantic Segmentation in Retinal Images MIDL 2019 Learning With Unsure Data for Medical Image Diagnosis ICCV 2019 Light-Weight Hybrid Convolutional Network for Liver Tumor Segmentation IJCAI 2019 Low Latency Privacy Preserving Inference ICML 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 MRI k-Space Motion Artefact Augmentation: Model Robustness and Task-Specific Uncertainty MIDL 2019