Brain PET Synthesis from MRI Using Joint Probability Distribution of Diffusion Model at Ultrahigh Fields
Not on the map. Why?
Abstract (arXiv)
MRI and PET are important modalities and can provide complementary information for the diagnosis of brain diseases because MRI can provide structural information of brain and PET can obtain functional information of brain. However, PET is usually missing. Especially, simultaneous PET and MRI imaging at ultrahigh field is not achievable in the current. Thus, synthetic PET using MRI at ultrahigh field is essential. In this paper, we synthetic PET using MRI as a guide by joint probability distribution of diffusion model (JPDDM). Meanwhile, We utilized our model in Ultrahigh Fields.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 16 Nov 2022.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2023: 4; 2024: 0; 2025: 1.
5 papers.
- 2023Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Modelcited by 14
- 2023A Survey of Emerging Applications of Diffusion Probabilistic Models in MRIcited by 9
- 2023Energy-Guided Diffusion Model for CBCT-to-CT Synthesiscited by 4
- 2023A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detectioncited by 3
- 2025Double-Constraint Diffusion Model with Nuclear Regularization for Ultra-low-dose PET Reconstructioncited by 0
- 2025Double-Constraint Diffusion Model with Nuclear Regularization for Ultra-low-dose PET Reconstruction30 Aug 2025
- 2023A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI19 Nov 2023
- 2023A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection6 Nov 2023
- 2023Energy-Guided Diffusion Model for CBCT-to-CT Synthesis7 Aug 2023
- 2023Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model6 May 2023
Similar, not cited
Close in wording, no citation either way
- 2023Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction
- 2024Functional Imaging Constrained Diffusion for Brain PET Synthesis from Structural MRI
- 2024Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model
- 2025Physics-Constrained Diffusion Reconstruction with Posterior Correction for Quantitative and Fast PET Imaging
- 2025Supervised Diffusion-Model-Based PET Image Reconstruction
- 2024Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis
- 2026Translating MRI to PET through Conditional Diffusion Models with Enhanced Pathology Awareness
- 2025Personalized MR-Informed Diffusion Models for 3D PET Image Reconstruction