Medical Imaging

Multi-Stage Pathological Image Classification Using Semantic Segmentation ICCV 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 Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data MIDL 2019 Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia Interspeech 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 Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion IJCAI 2019 On the Role of Oral Configurations in European Portuguese Nasal Vowels Interspeech 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 Recursive Cascaded Networks for Unsupervised Medical Image Registration ICCV 2019 Region-specific Diffeomorphic Metric Mapping NeurIPS 2019 Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement ICCV 2019 Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019 Scaling Recurrent Models via Orthogonal Approximations in Tensor Trains ICCV 2019 SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction AAAI 2019 Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data MIDL 2019 Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation ICCV 2019 Semi-Supervised Learning for Electron Microscopy Image Segmentation AAAI 2019 SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation MIDL 2019 Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager CVPR 2019 SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA ACML 2019 Stain-Transforming Cycle-Consistent Generative Adversarial Networks for Improved Segmentation of Renal Histopathology MIDL 2019 Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019