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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Learning beamforming in ultrasound imaging MIDL 2019
Holistic and Comprehensive Annotation of Clinically Significant Findings on Diverse CT Images: Learning From Radiology Reports and Label Ontology 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
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction CVPR 2019
X2CT-GAN: Reconstructing CT From Biplanar X-Rays With Generative Adversarial Networks CVPR 2019
Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation CVPR 2019
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images ICCV 2019
High-quality segmentation of low quality cardiac MR images using k-space artefact correction MIDL 2019
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data MIDL 2019
Efficient characterization of electrically evoked responses for neural interfaces NIPS 2019
Enhancing high-content imaging for studying microtubule networks at large-scale MLHC 2019
Scaling Recurrent Models via Orthogonal Approximations in Tensor Trains ICCV 2019
Dual Directed Capsule Network for Very Low Resolution Image Recognition ICCV 2019
Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation IJCAI 2019
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering CVPR 2019
Networks for Joint Affine and Non-Parametric Image Registration CVPR 2019
Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement ICCV 2019
Attention-Based Autism Spectrum Disorder Screening With Privileged Modality ICCV 2019
Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation MIDL 2019
Stain-Transforming Cycle-Consistent Generative Adversarial Networks for Improved Segmentation of Renal Histopathology MIDL 2019
XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation MIDL 2019
Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
Digitally Stained Confocal Microscopy through Deep Learning MIDL 2019