Medical Imaging

CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection ACML 2018 Clinical Skin Lesion Diagnosis Using Representations Inspired by Dermatologist Criteria CVPR 2018 Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning MLHC 2018 Distributed Weight Consolidation: A Brain Segmentation Case Study NeurIPS 2018 Generating Synthetic X-Ray Images of a Person From the Surface Geometry CVPR 2018 Guided Proofreading of Automatic Segmentations for Connectomics CVPR 2018 Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification IJCAI 2018 Learning Distributions of Shape Trajectories From Longitudinal Datasets: A Hierarchical Model on a Manifold of Diffeomorphisms CVPR 2018 Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion CVPR 2018 Medical Concept Embedding with Time-Aware Attention IJCAI 2018 MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare NeurIPS 2018 Mixed Precision Training of Convolutional Neural Networks using Integer Operations ICLR 2018 Multi-Cell Detection and Classification Using a Generative Convolutional Model CVPR 2018 Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NeurIPS 2018 People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting CVPR 2018 Probabilistic Joint Face-Skull Modelling for Facial Reconstruction CVPR 2018 Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information ACL 2018 Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation CVPR 2018 The Power of Ensembles for Active Learning in Image Classification CVPR 2018 Thoracic Disease Identification and Localization With Limited Supervision CVPR 2018 TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays CVPR 2018 Towards Automatic Speech Identification from Vocal Tract Shape Dynamics in Real-time MRI Interspeech 2018 Translating and Segmenting Multimodal Medical Volumes With Cycle- and Shape-Consistency Generative Adversarial Network CVPR 2018 Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss IJCAI 2018 Visual Feature Attribution Using Wasserstein GANs CVPR 2018