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Computed Tomography (CT)

The term “computed tomography”, or CT, refers to a computerized x-ray imaging procedure in which a narrow beam of x-rays is aimed at a patient and quickly rotated around the body, producing signals that are processed by the machine's computer to generate cross-sectional images—or “slices”—of the body.

( Image credit: Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector )

Papers

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Showing 1051–1100 of 1207 papers

TitleStatusHype
Lung CT Imaging Sign Classification through Deep Learning on Small Data—0
Detecting Lesion Bounding Ellipses With Gaussian Proposal NetworksCode0
Lung Cancer Detection using Co-learning from Chest CT Images and Clinical Demographics—0
Dense Depth Estimation in Monocular Endoscopy with Self-supervised Learning MethodsCode0
Multi-Depth Fusion Network for Whole-Heart CT Image Segmentation—0
Sinogram interpolation for sparse-view micro-CT with deep learning neural network—0
SAPSAM - Sparsely Annotated Pathological Sign Activation Maps - A novel approach to train Convolutional Neural Networks on lung CT scans using binary labels only—0
Labelling Vertebrae with 2D Reformations of Multidetector CT Images: An Adversarial Approach for Incorporating Prior Knowledge of Spine Anatomy—0
Robust X-ray Sparse-view Phase Tomography via Hierarchical Synthesis Convolutional Neural Networks—0
ACNN: a Full Resolution DCNN for Medical Image SegmentationCode0
Automated Segmentation of CT Scans for Normal Pressure HydrocephalusCode0
ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example MiningCode0
SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells—0
Reference Setup for Quantitative Comparison of Segmentation Techniques for Short Glass Fiber CT Data—0
Gated-Dilated Networks for Lung Nodule Classification in CT scans—0
Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images—0
Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network—0
Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction—0
Practical Window Setting Optimization for Medical Image Deep LearningCode0
Deep learning based automatic segmentation of lumbosacral nerves on non-contrast CT for radiographic evaluation: a pilot study—0
Low-Dose CT via Deep CNN with Skip Connection and Network in Network—0
False Positive Reduction in Lung Computed Tomography Images using Convolutional Neural NetworksCode0
Finding and Following of Honeycombing Regions in Computed Tomography Lung Images by Deep Learning—0
Block Matching Frame based Material Reconstruction for Spectral CT—0
TV-regularized CT Reconstruction and Metal Artifact Reduction Using Inequality Constraints with Preconditioning—0
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction—0
Cylindrical Transform: 3D Semantic Segmentation of Kidneys With Limited Annotated Images—0
Modern Convex Optimization to Medical Image Analysis—0
Crowdsourcing Lung Nodules Detection and Annotation—0
3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic RepairCode0
Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapyCode0
Cost-Sensitive Active Learning for Intracranial Hemorrhage Detection—0
Super-Resolution and Sparse View CT Reconstruction—0
Automatic Lung Cancer Prediction from Chest X-ray Images Using Deep Learning Approach—0
Deep Boosted Regression for MR to CT Synthesis—0
A method for automatic forensic facial reconstruction based on dense statistics of soft tissue thickness—0
Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation—0
Automatic Airway Segmentation in chest CT using Convolutional Neural Networks—0
CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE)—0
Metal Artifact Reduction in Cone-Beam X-Ray CT via Ray Profile Correction—0
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation—0
Non-local Low-rank Cube-based Tensor Factorization for Spectral CT Reconstruction—0
Clearing noisy annotations for computed tomography imagingCode0
CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement—0
Computed Tomography Image Enhancement using 3D Convolutional Neural Network—0
Stroke lesion detection using convolutional neural networks—0
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST—0
Classification of lung nodules in CT images based on Wasserstein distance in differential geometry—0
3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion DetectionCode0
CT-image Super Resolution Using 3D Convolutional Neural Network—0
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