Latest Research in Advanced X-ray and CT Imaging

28 research papers · 2026 median publication year

Top Research Topics in Advanced X-ray and CT Imaging

Highest-Cited Papers

  1. Ultra-Low Dose Computed Tomography with 90% Radiation Reduction: High-Fidelity Deterministic Regularized Recovery via Idempotent Metric Projectors and Proximal Resolvents
  2. Efficient 3D Whole-Body PET Image Denoising via Conditional Rectified Flow With Optimized Sampling Strategy
  3. Enhanced sparse view CT reconstruction using ordered subset expectation maximization and asymptotic non-local means algorithms
  4. Which Pretext Task Transfers? Self-Supervised Pretraining Objectives for Lung Ultrasound
  5. TEDi: Temporal Memory-Enhanced and Denoising Transformer for Surgical Instrument Segmentation
  6. Physics-Guided Sequential State Space Transformer (PS3T) for Projection Domain LDCT Denoising
  7. AlignUS: MRI-Guided Ultrasound Representation Learning for ALS Classification from Tongue Images
  8. SONAR: A Structure-Consistent Neural Operator for Null-Space-Aware Sparse View CT Reconstruction
  9. DCE image registration via unfolded RPCA and temporal intensity modeling with vision transformers
  10. CEM-TUDASR: Computationally efficient multi-modality transformer based unsupervised domain adaptive super-resolution approach
  11. UBone3D: Physics-Rectified Conditional Flow Matching for Anatomical 3D Shape Completion from Ultrasound
  12. Task-Based CT Protocol Optimization Using Reinforcement Learning and Virtual Imaging Trials
  13. PPORLD-EDNetLDCT: A Proximal Policy Optimization-based reinforcement learning framework for adaptive low-dose CT denoising
  14. Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models
  15. Shape-guided Gaussian Splatting for Sparse-View X-ray 3D Reconstruction
  16. US-JEPA: A Joint Embedding Predictive Architecture for Ultrasound
  17. CAFDIM: A Group Convolution and Self-Attention Fusion-Based Dual-Domain Iterative Method for Sparse-View CT Reconstruction
  18. Conditional Diffusion for 3D CT Volume Reconstruction from 2D X-rays
  19. Artifact Reduction in Undersampled 3D Cone-Beam CTs using a Hybrid 2D-3D CNN Framework
  20. RegionFM: Interpretable Region-Based Brain MRI Classification Using Foundation Model Embeddings
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L3 Region - - 2026 Sep Q3

Advanced X-ray and CT Imaging

28 papers

Top Topics (5)

Computer Vision and Pattern Recognition17
Medical Imaging Techniques and Applications6
Image and Video Processing2
Advanced X-ray and CT Imaging2
CCD and CMOS Imaging Sensors1

Top Publications (20)

1.Ultra-Low Dose Computed Tomography with 90% Radiation Reduction: High-Fidelity Deterministic Regularized Recovery via Idempotent Metric Projectors and Proximal Resolvents2.Efficient 3D Whole-Body PET Image Denoising via Conditional Rectified Flow With Optimized Sampling Strategy3.Enhanced sparse view CT reconstruction using ordered subset expectation maximization and asymptotic non-local means algorithms4.Which Pretext Task Transfers? Self-Supervised Pretraining Objectives for Lung Ultrasound5.TEDi: Temporal Memory-Enhanced and Denoising Transformer for Surgical Instrument Segmentation6.Physics-Guided Sequential State Space Transformer (PS3T) for Projection Domain LDCT Denoising7.AlignUS: MRI-Guided Ultrasound Representation Learning for ALS Classification from Tongue Images8.SONAR: A Structure-Consistent Neural Operator for Null-Space-Aware Sparse View CT Reconstruction9.DCE image registration via unfolded RPCA and temporal intensity modeling with vision transformers10.CEM-TUDASR: Computationally efficient multi-modality transformer based unsupervised domain adaptive super-resolution approach11.UBone3D: Physics-Rectified Conditional Flow Matching for Anatomical 3D Shape Completion from Ultrasound12.Task-Based CT Protocol Optimization Using Reinforcement Learning and Virtual Imaging Trials13.PPORLD-EDNetLDCT: A Proximal Policy Optimization-based reinforcement learning framework for adaptive low-dose CT denoising14.Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models15.Shape-guided Gaussian Splatting for Sparse-View X-ray 3D Reconstruction16.US-JEPA: A Joint Embedding Predictive Architecture for Ultrasound17.CAFDIM: A Group Convolution and Self-Attention Fusion-Based Dual-Domain Iterative Method for Sparse-View CT Reconstruction18.Conditional Diffusion for 3D CT Volume Reconstruction from 2D X-rays19.Artifact Reduction in Undersampled 3D Cone-Beam CTs using a Hybrid 2D-3D CNN Framework20.RegionFM: Interpretable Region-Based Brain MRI Classification Using Foundation Model Embeddings
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