Physics-Based Iterative Reconstruction for Dual Source and Flying Focal Spot Computed Tomography Jan 26, 2020 Computed Tomography (CT)
— Unverified 0Physiology-Informed Generative Multi-Task Network for Contrast-Free CT Perfusion May 12, 2025 Computed Tomography (CT) Diagnostic
— Unverified 0PiaNet: A pyramid input augmented convolutional neural network for GGO detection in 3D lung CT scans Sep 11, 2020 Computed Tomography (CT) Data Augmentation
— Unverified 0Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential Jan 31, 2025 Computed Tomography (CT)
— Unverified 0Pixel-weighted Multi-pose Fusion for Metal Artifact Reduction in X-ray Computed Tomography Jun 25, 2024 Computed Tomography (CT) Metal Artifact Reduction
— Unverified 0PFCM: Poisson flow consistency models for low-dose CT image denoising Feb 13, 2024 Computed Tomography (CT) Denoising
— Unverified 0Predicting Lung Cancer's Metastats' Locations Using Bioclinical Model Oct 2, 2023 Computed Tomography (CT) model
— Unverified 0Fully Automatic Liver Attenuation Estimation Combing CNN Segmentation and Morphological Operations Jun 23, 2019 Computed Tomography (CT) Liver Segmentation
Code Code Available 0DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification Jan 25, 2018 Classification Computed Tomography (CT)
Code Code Available 0Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks May 19, 2022 Computed Tomography (CT) Data Augmentation
Code Code Available 0Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT Jun 20, 2018 Computed Tomography (CT) Image-to-Image Translation
Code Code Available 0Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR Mar 3, 2017 compressed sensing Computed Tomography (CT)
Code Code Available 0A model-guided deep network for limited-angle computed tomography Aug 10, 2020 Computed Tomography (CT) Image Reconstruction
Code Code Available 0CSF-Net: Cross-Modal Spatiotemporal Fusion Network for Pulmonary Nodule Malignancy Predicting Jan 27, 2025 Computed Tomography (CT)
Code Code Available 0Automated Segmentation of CT Scans for Normal Pressure Hydrocephalus Jan 25, 2019 Computed Tomography (CT) General Classification
Code Code Available 0Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study Apr 30, 2021 Computed Tomography (CT) Denoising
Code Code Available 0Classification of Brain Hemorrhage Using Deep Learning from CT Scan Images Jan 26, 2023 Computed Tomography (CT) Specificity
Code Code Available 0Metric-Guided Conformal Bounds for Probabilistic Image Reconstruction Apr 23, 2024 Computed Tomography (CT) Conformal Prediction
Code Code Available 0Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging Feb 3, 2023 Computed Tomography (CT) Diagnostic
Code Code Available 0GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT Jan 6, 2025 Computed Tomography (CT) Mamba
Code Code Available 0Frequency-Supervised MR-to-CT Image Synthesis Jul 19, 2021 Computed Tomography (CT) Image Generation
Code Code Available 0Free-form tumor synthesis in computed tomography images via richer generative adversarial network Apr 20, 2021 Computed Tomography (CT) Form
Code Code Available 0Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT Aug 28, 2017 Computed Tomography (CT) CT Reconstruction
Code Code Available 0X-Recon: Learning-based Patient-specific High-Resolution CT Reconstruction from Orthogonal X-Ray Images Jul 22, 2024 Computed Tomography (CT) CT Reconstruction
Code Code Available 0Separation of Body and Background in Radiological Images. A Practical Python Code Aug 31, 2024 Computed Tomography (CT)
Code Code Available 0Sequential Experimental Design for X-Ray CT Using Deep Reinforcement Learning Jul 12, 2023 3D Reconstruction Computed Tomography (CT)
Code Code Available 0Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries Jun 30, 2023 Computed Tomography (CT) Linear evaluation
Code Code Available 0PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction Mar 27, 2017 Clustering Computed Tomography (CT)
Code Code Available 0H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images Mar 27, 2024 Computed Tomography (CT) Prognosis
Code Code Available 0MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine Learning Nov 30, 2022 Computed Tomography (CT) Kidney Function
Code Code Available 0Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy Sep 12, 2018 Anatomy Computed Tomography (CT)
Code Code Available 0pyMEAL: A Multi-Encoder Augmentation-Aware Learning for Robust and Generalizable Medical Image Translation May 30, 2025 Computed Tomography (CT) SSIM
Code Code Available 0Fluid registration between lung CT and stationary chest tomosynthesis images Mar 6, 2022 Computed Tomography (CT) Image Reconstruction
Code Code Available 0Bayesian imaging inverse problem with SA-Roundtrip prior via HMC-pCN sampler Oct 24, 2023 Bayesian Inference Computed Tomography (CT)
Code Code Available 0Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation Aug 14, 2019 Computed Tomography (CT) Image Retrieval
Code Code Available 0Autopet Challenge 2023: nnUNet-based whole-body 3D PET-CT Tumour Segmentation Sep 24, 2023 Computed Tomography (CT) Lesion Segmentation
Code Code Available 0Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation Aug 6, 2021 Computed Tomography (CT) Medical Image Analysis
Code Code Available 0MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset May 13, 2020 BIG-bench Machine Learning Computed Tomography (CT)
Code Code Available 0Crowdsourcing Airway Annotations in Chest Computed Tomography Images Nov 20, 2020 Computed Tomography (CT)
Code Code Available 0Deep learning-based auto-contouring of organs/structures-at-risk for pediatric upper abdominal radiotherapy Nov 1, 2024 Computed Tomography (CT) Organ Segmentation
Code Code Available 0Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks Apr 16, 2020 Computed Tomography (CT) COVID-19 Diagnosis
Code Code Available 0Simple 2D Convolutional Neural Network-based Approach for COVID-19 Detection Mar 17, 2024 Computed Tomography (CT) Diversity
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 0How to Register a Live onto a Liver ? Partial Matching in the Space of Varifolds Apr 12, 2022 Anatomy Computed Tomography (CT)
Code Code Available 0Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Oct 13, 2023 3D Semantic Segmentation Computed Tomography (CT)
Code Code Available 0Fast CapsNet for Lung Cancer Screening Jun 19, 2018 Computational Efficiency Computed Tomography (CT)
Code Code Available 0Deep Guess acceleration for explainable image reconstruction in sparse-view CT Dec 2, 2024 Computed Tomography (CT) Image Reconstruction
Code Code Available 0Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network May 31, 2021 Computed Tomography (CT) COVID-19 Diagnosis
Code Code Available 0Simulation toolkit for digital material characterization of large image-based microstructures Jan 18, 2023 Computed Tomography (CT) Physical Simulations
Code Code Available 0Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT Reconstruction Mar 10, 2022 Computed Tomography (CT) CT Reconstruction
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