| Latent Space Consistency for Sparse-View CT Reconstruction | Jul 15, 2025 | Computed Tomography (CT)Contrastive Learning | —Unverified | 0 |
| ResPF: Residual Poisson Flow for Efficient and Physically Consistent Sparse-View CT Reconstruction | Jun 6, 2025 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Are Pixel-Wise Metrics Reliable for Sparse-View Computed Tomography Reconstruction? | Jun 2, 2025 | AnatomyCT Reconstruction | —Unverified | 0 |
| Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram Completion | May 26, 2025 | CT Reconstruction | —Unverified | 0 |
| Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport | May 23, 2025 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| X-GRM: Large Gaussian Reconstruction Model for Sparse-view X-rays to Computed Tomography | May 21, 2025 | CT Reconstruction | CodeCode Available | 1 |
| Learning Wavelet-Sparse FDK for 3D Cone-Beam CT Reconstruction | May 19, 2025 | CT Reconstruction | —Unverified | 0 |
| Ordered-subsets Multi-diffusion Model for Sparse-view CT Reconstruction | May 15, 2025 | CT Reconstruction | —Unverified | 0 |
| Nonperiodic dynamic CT reconstruction using backward-warping INR with regularization of diffeomorphism (BIRD) | May 6, 2025 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Accelerated Optimization of Implicit Neural Representations for CT Reconstruction | Apr 18, 2025 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Synthetic CT Generation from Time-of-Flight Non-Attenutaion-Corrected PET for Whole-Body PET Attenuation Correction | Apr 10, 2025 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Virtual-mask Informed Prior for Sparse-view Dual-Energy CT Reconstruction | Apr 10, 2025 | CT Reconstruction | —Unverified | 0 |
| X^2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction | Mar 27, 2025 | CT ReconstructionDecoder | CodeCode Available | 4 |
| DVG-Diffusion: Dual-View Guided Diffusion Model for CT Reconstruction from X-Rays | Mar 22, 2025 | CT ReconstructionImage to 3D | —Unverified | 0 |
| X-Field: A Physically Grounded Representation for 3D X-ray Reconstruction | Mar 11, 2025 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 1 |
| X-LRM: X-ray Large Reconstruction Model for Extremely Sparse-View Computed Tomography Recovery in One Second | Mar 9, 2025 | 16kCT Reconstruction | CodeCode Available | 0 |
| Top-K Maximum Intensity Projection Priors for 3D Liver Vessel Segmentation | Mar 5, 2025 | CT ReconstructionSegmentation | —Unverified | 0 |
| TomoSelfDEQ: Self-Supervised Deep Equilibrium Learning for Sparse-Angle CT Reconstruction | Feb 28, 2025 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 0 |
| Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction | Feb 8, 2025 | CT Reconstruction | CodeCode Available | 1 |
| Sparse Measurement Medical CT Reconstruction using Multi-Fused Block Matching Denoising Priors | Feb 3, 2025 | CT ReconstructionDenoising | —Unverified | 0 |
| Learning Difference-of-Convex Regularizers for Inverse Problems: A Flexible Framework with Theoretical Guarantees | Feb 1, 2025 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 0 |
| A Learnt Half-Quadratic Splitting-Based Algorithm for Fast and High-Quality Industrial Cone-beam CT Reconstruction | Jan 21, 2025 | CT Reconstruction | —Unverified | 0 |
| Bigger Isn't Always Better: Towards a General Prior for Medical Image Reconstruction | Jan 13, 2025 | CT ReconstructionImage Reconstruction | CodeCode Available | 0 |
| Hierarchical Decomposed Dual-domain Deep Learning for Sparse-View CT Reconstruction | Jan 9, 2025 | CT ReconstructionDeep Learning | CodeCode Available | 0 |
| 3D MedDiffusion: A 3D Medical Diffusion Model for Controllable and High-quality Medical Image Generation | Dec 17, 2024 | CT ReconstructionData Augmentation | —Unverified | 0 |
| Benchmarking learned algorithms for computed tomography image reconstruction tasks | Dec 11, 2024 | BenchmarkingComputed Tomography (CT) | —Unverified | 0 |
| Fan-Beam CT Reconstruction for Unaligned Sparse-View X-ray Baggage Dataset | Dec 4, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| ρ-NeRF: Leveraging Attenuation Priors in Neural Radiance Field for 3D Computed Tomography Reconstruction | Dec 3, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| TomoGRAF: A Robust and Generalizable Reconstruction Network for Single-View Computed Tomography | Nov 12, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Epi-NAF: Enhancing Neural Attenuation Fields for Limited-Angle CT with Epipolar Consistency Conditions | Nov 9, 2024 | CT ReconstructionInverse Rendering | —Unverified | 0 |
| Exploring Out-of-distribution Detection for Sparse-view Computed Tomography with Diffusion Models | Nov 9, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Discretized Gaussian Representation for Tomographic Reconstruction | Nov 7, 2024 | 3DGSComputational Efficiency | —Unverified | 0 |
| Unsupervised Low-dose CT Reconstruction with One-way Conditional Normalizing Flows | Oct 23, 2024 | CT ReconstructionDenoising | —Unverified | 0 |
| Evaluating the Posterior Sampling Ability of Plug&Play Diffusion Methods in Sparse-View CT | Oct 21, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Learnable Optimization-Based Algorithms for Low-Dose CT Reconstruction | Oct 14, 2024 | CT ReconstructionDeep Learning | —Unverified | 0 |
| Regression Conformal Prediction under Bias | Oct 7, 2024 | Computed Tomography (CT)Conformal Prediction | CodeCode Available | 0 |
| Sequential Diffusion-Guided Deep Image Prior For Medical Image Reconstruction | Oct 6, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction | Sep 29, 2024 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| RN-SDEs: Limited-Angle CT Reconstruction with Residual Null-Space Diffusion Stochastic Differential Equations | Sep 20, 2024 | CT Reconstruction | CodeCode Available | 0 |
| Single-Layer Learnable Activation for Implicit Neural Representation (SL^2A-INR) | Sep 17, 2024 | CT ReconstructionImage Super-Resolution | —Unverified | 0 |
| DX2CT: Diffusion Model for 3D CT Reconstruction from Bi or Mono-planar 2D X-ray(s) | Sep 13, 2024 | CT Reconstruction | CodeCode Available | 0 |
| AC-IND: Sparse CT reconstruction based on attenuation coefficient estimation and implicit neural distribution | Sep 11, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates | Sep 3, 2024 | AllCT Reconstruction | —Unverified | 0 |
| Learning Task-Specific Sampling Strategy for Sparse-View CT Reconstruction | Sep 3, 2024 | CT Reconstruction | —Unverified | 0 |
| DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays | Aug 27, 2024 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| FCDM: A Physics-Guided Bidirectional Frequency Aware Convolution and Diffusion-Based Model for Sinogram Inpainting | Aug 26, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| A Low-dose CT Reconstruction Network Based on TV-regularized OSEM Algorithm | Aug 25, 2024 | CT Reconstruction | —Unverified | 0 |
| Coarse-Fine View Attention Alignment-Based GAN for CT Reconstruction from Biplanar X-Rays | Aug 19, 2024 | CT Reconstruction | —Unverified | 0 |
| Reconstruct Spine CT from Biplanar X-Rays via Diffusion Learning | Aug 19, 2024 | CT ReconstructionImage Generation | —Unverified | 0 |
| Deep Inertia L_p Half-Quadratic Splitting Unrolling Network for Sparse View CT Reconstruction | Aug 13, 2024 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |