medical imaging

Towards to Reasonable Decision Basis in Automatic Bone X-Ray Image Classification: A Weakly-Supervised Approach AAAI 2019 Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions MIDL 2019 Transfusion: Understanding Transfer Learning for Medical Imaging NeurIPS 2019 Unsupervised Lesion Detection via Image Restoration with a Normative Prior MIDL 2019 Weakly-Supervised Simultaneous Evidence Identification and Segmentation for Automated Glaucoma Diagnosis AAAI 2019 X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks CVPR 2019 XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation MIDL 2019 Adversarial Regularizers in Inverse Problems NeurIPS 2018 Air-Tissue Boundary Segmentation in Real-Time Magnetic Resonance Imaging Video Using Semantic Segmentation with Fully Convolutional Networks Interspeech 2018 A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets PGM 2018 An Unsupervised Learning Model for Deformable Medical Image Registration CVPR 2018 A Probabilistic U-Net for Segmentation of Ambiguous Images NeurIPS 2018 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 Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-Scale Lesion Database CVPR 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 Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion CVPR 2018 On the Automatic Generation of Medical Imaging Reports ACL 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 Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation 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 Tongue Segmentation with Geometrically Constrained Snake Model Interspeech 2018