扩散与生成式先验
本主题下的论文、它们使用的数据集、聚焦该主题的团队、归入该主题的工具包，以及在此发表多篇论文的作者。点选任意节点查看它的连接。
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扩散与生成式先验
研究团队
主题
论文
- 3D CBCT Artefact Removal Using Perpendicular Score-Based Diffusion Models
- 3DIP
- Adaptive Diffusion Models for Sparse-View Motion-Corrected Head Cone-beam CT
- Advancing Limited-Angle CT Reconstruction Through Diffusion-Based Sinogram Completion
- Anatomy-preserving unpaired cone-beam CT refinement for image-guided radiotherapy using pseudo-label guided diffusion
- Bigger Isn't Always Better: Towards a General Prior for Medical Image Reconstruction
- CBCT-Based Synthetic CT Generation Using Conditional Flow Matching Model
- CoCoDiff
- Conditional Diffusion for 3D CT Volume Reconstruction from 2D X-rays
- Conditional Diffusion Posterior Alignment for Sparse-View CT Reconstruction
- Cone-Beam CT Image Quality Enhancement Using A Latent Diffusion Model Trained with Simulated CBCT Artifacts
- Continuity-driven Synergistic Diffusion with Neural Priors for Ultra-Sparse-View CBCT Reconstruction
- CoreDiff
- Cross-Distribution Diffusion Priors-Driven Iterative Reconstruction for Sparse-View CT
- Cross-Modal Guidance for Fast Diffusion-Based Computed Tomography
- CvG-Diff
- DC-PnPDP
- DDDM
- DiffCode
- DiffMed
- DiffNAF
- DiffNR
- DiffRecon
- Diffusion model-regularized implicit neural representation for computed tomography metal artifact reduction
- Diffusion Probabilistic Priors for Zero-Shot Low-Dose CT Image Denoising
- Diffusion-Based Limited-Angle CT Reconstruction under Noisy Conditions
- DiffusionBlend
- DiffuX2CT
- DINR
- DM4CT
- Dolce
- Dose-Aware Cold Diffusion with Physics Consistency for Generalizable Low-Dose CT Reconstruction
- DuDoDp-MAR
- DVG-Diffusion
- EASEL
- EDA
- Equivariant Conditional Diffusion Model for Head and Neck CT Image Synthesis from CBCT
- Field-of-View Extension in Dental Cone-Beam CT via Implicit Neural Representations and Diffusion Model-Based Refinement
- FORCE
- Foundation-VAE
- FoundDiff
- From Sparse X-rays to 3D CT: Training-Free Reconstruction with Diffusion Priors
- Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction
- Geometry-Aware Diffusion Approximate Posterior Sampling for Sparse-View and Limited-Angle CT
- Human-Guided Shade Artifact Suppression in CBCT-to-MDCT Translation via Schrödinger Bridge with Conditional Diffusion
- ISCS
- KLIP
- LARGE-DiffNet
- Limited-Angle CBCT Reconstruction via Geometry-Integrated Cycle-domain Denoising Diffusion Probabilistic Models
- Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20× Speedup
- LUCID
- Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction
- NAB-GS
- Noise-Inspired Diffusion Model for Generalizable Low-Dose CT Reconstruction
- Ordered-subsets Multi-diffusion Model for Sparse-view CT Reconstruction
- Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction
- PhyDiCT
- PRAISE-Net
- Projection Embedded Diffusion Bridge for CT Reconstruction from Incomplete Data
- RDDM
- SDB
- Spectral Consistent Flow for One-Step 3D Medical Image Translation
- Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction
- SWORD
- Toward a Foundation Plug-and-Play Prior for Computed Tomography Reconstruction via a Multimodal Diffusion Model
- Toward CT-Equivalent Image Quality in Low-Dose Radiotherapy Planning: Conditional Diffusion-Based CBCT-to-CT Synthesis and the Impact of CBCT Input Representation
- Towards reconstructing experimental sparse-view X-ray CT data with diffusion models
- Truncation artifact reduction in cone-beam computed tomography scans using conditional generative diffusion models
- Two-View Industrial CT Reconstruction Based on a Multiscale Conditional Latent Diffusion Network
- Wavelet-Consistent Diffusion Posterior Sampling for Limited-Angle and Sparse CT
- Wavelet-Improved Score-Based Generative Model for Medical Imaging
- When are Diffusion Priors Helpful in Sparse Reconstruction? A Study with Sparse-view CT
工具包
数据集
作者
- Alzahra Altalib
- Amirkoushyar Ziabari
- Chenhe Du
- Ge Wang
- Haley Duba-Sullivan
- Hengyong Yu
- Hongjiang Wei
- Hongming Shan
- Jingyi Yu A
- Jong Chul Ye
- Junping Zhang
- Matthew Tivnan
- Minghui Zhang
- Qiegen Liu
- Shanzhou Niu
- Tianling Lyu
- Weiwen Wu
- Wenjun Xia
- Xiaokun Liang
- Xuanyu Tian
- Yan Xi
- Yang Chen
- Yaoqin Xie
- Yi Zhang
- Yuyao Zhang
- Zhan Wu