| Structure-Aware Sparse-View X-ray 3D Reconstruction | Nov 18, 2023 | 3D ReconstructionCT Reconstruction | CodeCode Available | 5 |
| X^2-Gaussian: 4D Radiative Gaussian Splatting for Continuous-time Tomographic Reconstruction | Mar 27, 2025 | CT ReconstructionDecoder | CodeCode Available | 4 |
| Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis | Mar 7, 2024 | CT ReconstructionNeRF | CodeCode Available | 4 |
| Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction | Jul 1, 2024 | CT Reconstruction | CodeCode Available | 2 |
| Differentiable Forward Projector for X-ray Computed Tomography | Jul 11, 2023 | CT ReconstructionDeep Learning | CodeCode Available | 2 |
| X-GRM: Large Gaussian Reconstruction Model for Sparse-view X-rays to Computed Tomography | May 21, 2025 | CT Reconstruction | CodeCode Available | 1 |
| X-Field: A Physically Grounded Representation for 3D X-ray Reconstruction | Mar 11, 2025 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 1 |
| Unsupervised Self-Prior Embedding Neural Representation for Iterative Sparse-View CT Reconstruction | Feb 8, 2025 | CT Reconstruction | CodeCode Available | 1 |
| DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays | Aug 27, 2024 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image | Jun 7, 2024 | CT ReconstructionMedical Image Analysis | CodeCode Available | 1 |
| EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction | Mar 15, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Estimating Epistemic and Aleatoric Uncertainty with a Single Model | Feb 5, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Prompted Contextual Transformer for Incomplete-View CT Reconstruction | Dec 13, 2023 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings | Oct 28, 2023 | CT ReconstructionDenoising | CodeCode Available | 1 |
| Stage-by-stage Wavelet Optimization Refinement Diffusion Model for Sparse-View CT Reconstruction | Aug 30, 2023 | CT Reconstruction | CodeCode Available | 1 |
| FreeSeed: Frequency-band-aware and Self-guided Network for Sparse-view CT Reconstruction | Jul 12, 2023 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Learned Alternating Minimization Algorithm for Dual-domain Sparse-View CT Reconstruction | Jun 5, 2023 | CT ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems | Mar 10, 2023 | CT ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays | Mar 9, 2023 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| One Sample Diffusion Model in Projection Domain for Low-Dose CT Imaging | Dec 7, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Gradient-Based Geometry Learning for Fan-Beam CT Reconstruction | Dec 5, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction | Nov 25, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| On the Benefit of Dual-domain Denoising in a Self-supervised Low-dose CT Setting | Nov 2, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography | Sep 12, 2022 | CT ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension Perspective | Jul 13, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising | Jul 6, 2022 | CT ReconstructionDenoising | CodeCode Available | 1 |
| Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging | Jun 8, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Truly shift-equivariant convolutional neural networks with adaptive polyphase upsampling | May 9, 2021 | CT ReconstructionData Augmentation | CodeCode Available | 1 |
| Low-Dose CT Reconstruction Using Deep Generative Regularization Prior | Dec 11, 2020 | compressed sensingCT Reconstruction | CodeCode Available | 1 |
| 2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network | Dec 8, 2020 | CT ReconstructionSuper-Resolution | CodeCode Available | 1 |
| Self-Supervised Training For Low Dose CT Reconstruction | Oct 25, 2020 | compressed sensingCT Reconstruction | CodeCode Available | 1 |
| TorchRadon: Fast Differentiable Routines for Computed Tomography | Sep 29, 2020 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| The LoDoPaB-CT Dataset: A Benchmark Dataset for Low-Dose CT Reconstruction Methods | Oct 1, 2019 | CT Reconstruction | CodeCode Available | 1 |
| 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 |
| 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 |
| DVG-Diffusion: Dual-View Guided Diffusion Model for CT Reconstruction from X-Rays | Mar 22, 2025 | CT ReconstructionImage to 3D | —Unverified | 0 |
| 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 |
| 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 |