Synthetic vascular structure generation for unsupervised pre-training in CTA segmentation tasks Jan 2, 2020 Computed Tomography (CT) Segmentation
— Unverified 0Stagnant zone segmentation with U-net Jan 1, 2020 Computed Tomography (CT) Image Segmentation
— Unverified 0Automatic segmentation and determining radiodensity of the liver in a large-scale CT database Dec 31, 2019 Computed Tomography (CT) Liver Segmentation
— Unverified 0Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database Dec 30, 2019 Computed Tomography (CT) Super-Resolution
— Unverified 0Low radiation tomographic reconstruction with and without template information Dec 23, 2019 Computed Tomography (CT) Object
— Unverified 0A hierarchical approach to deep learning and its application to tomographic reconstruction Dec 16, 2019 Computational Efficiency Computed Tomography (CT)
— Unverified 0Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction Dec 16, 2019 Computed Tomography (CT) Image Reconstruction
— Unverified 0UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Dec 11, 2019 Computed Tomography (CT) Decoder
Code Code Available 1Sparse and redundant signal representations for x-ray computed tomography Dec 6, 2019 Computed Tomography (CT)
— Unverified 0Stochastic tissue window normalization of deep learning on computed tomography Dec 1, 2019 Computed Tomography (CT) CT Reconstruction
— Unverified 0Artificial Intelligence in Glioma Imaging: Challenges and Advances Nov 28, 2019 Computed Tomography (CT) Image Imputation
— Unverified 0Lung Cancer Detection and Classification based on Image Processing and Statistical Learning Nov 25, 2019 Computed Tomography (CT) General Classification
— Unverified 0Three-dimensional Generative Adversarial Nets for Unsupervised Metal Artifact Reduction Nov 19, 2019 Computed Tomography (CT) Metal Artifact Reduction
— Unverified 0Contrast Phase Classification with a Generative Adversarial Network Nov 14, 2019 Anatomy Classification
— Unverified 0Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data Nov 13, 2019 Computed Tomography (CT) Decoder
— Unverified 0Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging Nov 12, 2019 Computed Tomography (CT) Diagnostic
— Unverified 0Deep learning for cardiac image segmentation: A review Nov 9, 2019 Computed Tomography (CT) Deep Learning
— Unverified 0Field of View Extension in Computed Tomography Using Deep Learning Prior Nov 4, 2019 Computed Tomography (CT)
— Unverified 0Semantic Feature Attention Network for Liver Tumor Segmentation in Large-scale CT database Nov 1, 2019 Computed Tomography (CT) Segmentation
— Unverified 0Liver Segmentation from Multimodal Images using HED-Mask R-CNN Oct 23, 2019 Computed Tomography (CT) Edge Detection
— Unverified 0Semi-supervised Multi-domain Multi-task Training for Metastatic Colon Lymph Node Diagnosis From Abdominal CT Oct 23, 2019 Computed Tomography (CT) General Classification
— Unverified 0We Know Where We Don't Know: 3D Bayesian CNNs for Credible Geometric Uncertainty Oct 23, 2019 Bayesian Inference Computed Tomography (CT)
Code Code Available 0Automatic Lumbar Spinal CT Image Segmentation with a Dual Densely Connected U-Net Oct 21, 2019 Computed Tomography (CT) Denoising
— Unverified 0Organ At Risk Segmentation with Multiple Modality Oct 17, 2019 Brain Tumor Segmentation Computed Tomography (CT)
— Unverified 0Segmentation Criteria in the Problem of Porosity Determination based on CT Scans Oct 16, 2019 Computed Tomography (CT)
— Unverified 0Improved Material Decomposition with a Two-step Regularization for spectral CT Oct 11, 2019 Computed Tomography (CT) Image Reconstruction
— Unverified 0Extreme Few-view CT Reconstruction using Deep Inference Oct 11, 2019 Computed Tomography (CT) CT Reconstruction
— Unverified 0A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis Oct 5, 2019 Computed Tomography (CT) Decision Making
— Unverified 01-point RANSAC for Circular Motion Estimation in Computed Tomography (CT) Oct 3, 2019 Computed Tomography (CT) Motion Estimation
— Unverified 0Function Follows Form: Regression from Complete Thoracic Computed Tomography Scans Sep 26, 2019 Computed Tomography (CT) Form
— Unverified 0Deep-learning-based Breast CT for Radiation Dose Reduction Sep 25, 2019 Computed Tomography (CT) Deep Learning
— Unverified 0Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems Sep 25, 2019 Computed Tomography (CT) Generative Adversarial Network
— Unverified 0Invasiveness Prediction of Pulmonary Adenocarcinomas Using Deep Feature Fusion Networks Sep 21, 2019 Computed Tomography (CT) Deep Learning
— Unverified 0Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories Sep 19, 2019 Computed Tomography (CT)
— Unverified 0Z-Net: an Anisotropic 3D DCNN for Medical CT Volume Segmentation Sep 16, 2019 Computed Tomography (CT) Segmentation
— Unverified 0Efficient 3D Fully Convolutional Networks for Pulmonary Lobe Segmentation in CT Images Sep 16, 2019 Computational Efficiency Computed Tomography (CT)
Code Code Available 0Tapering Analysis of Airways with Bronchiectasis Sep 14, 2019 Computed Tomography (CT)
Code Code Available 1Local block-wise self attention for normal organ segmentation Sep 11, 2019 Anatomy Computed Tomography (CT)
— Unverified 0MVP-Net: Multi-view FPN with Position-aware Attention for Deep Universal Lesion Detection Sep 10, 2019 Computed Tomography (CT) Lesion Detection
Code Code Available 0Machine learning for automatic construction of pseudo-realistic pediatric abdominal phantoms Sep 9, 2019 Anatomy BIG-bench Machine Learning
— Unverified 0Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium Aug 31, 2019 Computed Tomography (CT)
— Unverified 03D Anchor-Free Lesion Detector on Computed Tomography Scans Aug 29, 2019 Computed Tomography (CT)
— Unverified 0Are Quantitative Features of Lung Nodules Reproducible at Different CT Acquisition and Reconstruction Parameters? Aug 14, 2019 Computed Tomography (CT) Texture Classification
— Unverified 0Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation Aug 14, 2019 Computed Tomography (CT) Image Retrieval
Code Code Available 0MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation Aug 12, 2019 Computed Tomography (CT) Lesion Detection
Code Code Available 0Kidney and Kidney Tumor Segmentation using a Logical Ensemble of U-nets with Volumetric Validation Aug 7, 2019 Computed Tomography (CT) Image Segmentation
— Unverified 0SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis Aug 6, 2019 Computed Tomography (CT) Data Augmentation
— Unverified 0Multi-Contrast Super-Resolution MRI Through a Progressive Network Aug 5, 2019 Computed Tomography (CT) Image Super-Resolution
— Unverified 0BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization Aug 4, 2019 Computed Tomography (CT) CT Reconstruction
— Unverified 0Automatic segmentation of kidney and liver tumors in CT images Aug 4, 2019 Computed Tomography (CT) Segmentation
— Unverified 0