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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 51–100 of 1207 papers

TitleStatusHype
COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT ImagesCode1
Adaptive Compressed Sensing with Diffusion-Based Posterior SamplingCode1
Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style TransferCode1
Disentangled Representation Learning in Cardiac Image AnalysisCode1
Evaluation of automated airway morphological quantification for assessing fibrosing lung diseaseCode1
CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed TomographyCode1
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2Code1
CuNeRF: Cube-Based Neural Radiance Field for Zero-Shot Medical Image Arbitrary-Scale Super ResolutionCode1
CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT TranslationCode1
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention MechanismCode1
Quad-Net: Quad-domain Network for CT Metal Artifact ReductionCode1
Lymphoma segmentation from 3D PET-CT images using a deep evidential networkCode1
Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19Code1
Dual-Domain Coarse-to-Fine Progressive Estimation Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECTCode1
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image ReconstructionCode1
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT ImagesCode1
Domain Knowledge Driven 3D Dose Prediction Using Moment-Based Loss FunctionCode1
Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical ImagingCode1
DoseDiff: Distance-aware Diffusion Model for Dose Prediction in RadiotherapyCode1
An Uncertainty-aware Transfer Learning-based Framework for Covid-19 DiagnosisCode1
2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learningCode1
An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical ImagesCode1
ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT DenoisingCode1
Artificial intelligence–enabled rapid diagnosis of patients with COVID-19Code1
A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scansCode1
EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT DenoisingCode1
Explaining 3D Computed Tomography Classifiers with CounterfactualsCode1
Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT ScansCode1
DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-RaysCode1
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CTCode1
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trialCode1
AutoPET Challenge 2023: Sliding Window-based Optimization of U-NetCode1
A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner DataCode1
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT ImagingCode1
Body Part Regression for CT ImagesCode1
Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension PerspectiveCode1
ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral TomographyCode1
From Pixel to Cancer: Cellular Automata in Computed TomographyCode1
AI Opportunistic Coronary Calcium Screening at Veterans Affairs HospitalsCode1
GenerateCT: Text-Conditional Generation of 3D Chest CT VolumesCode1
Comp2Comp: Open-Source Body Composition Assessment on Computed TomographyCode1
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and GeneralizationCode1
Continuous Conversion of CT Kernel using Switchable CycleGAN with AdaINCode1
Gradient-Based Geometry Learning for Fan-Beam CT ReconstructionCode1
Critical Evaluation of Deep Neural Networks for Wrist Fracture DetectionCode1
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CTCode1
COVID-CAPS: A Capsule Network-based Framework for Identification of COVID-19 cases from X-ray ImagesCode1
InDuDoNet+: A Deep Unfolding Dual Domain Network for Metal Artifact Reduction in CT ImagesCode1
A Lung Nodule Dataset with Histopathology-based Cancer Type AnnotationCode1
Diffusion Probabilistic Priors for Zero-Shot Low-Dose CT Image DenoisingCode1
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