Cover Image

Translating MRI to PET through Conditional Diffusion Models with Enhanced Pathology Awareness

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Yitong, Yakushev, Igor, Hedderich, Dennis M., Wachinger, Christian
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models
by: Li, Yitong, et al.
Published: (2024)

Diffusion Bridge Networks Simulate Clinical-grade PET from MRI for Dementia Diagnostics
by: Li, Yitong, et al.
Published: (2025)

DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET
by: Li, Yitong, et al.
Published: (2024)

From Barlow Twins to Triplet Training: Differentiating Dementia with Limited Data
by: Li, Yitong, et al.
Published: (2024)

Cortex-Grounded Diffusion Models for Brain Image Generation
by: Bongratz, Fabian, et al.
Published: (2026)

Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting
by: Stoyanov, Ivan, et al.
Published: (2025)

3D Shape-to-Image Brownian Bridge Diffusion for Brain MRI Synthesis from Cortical Surfaces
by: Bongratz, Fabian, et al.
Published: (2025)

Individualized Mapping of Aberrant Cortical Thickness via Stochastic Cortical Self-Reconstruction
by: Wachinger, Christian, et al.
Published: (2024)

Joint PET-MRI Reconstruction with Diffusion Stochastic Differential Model
by: Xie, Taofeng, et al.
Published: (2024)

DISCO: Mitigating Bias in Deep Learning with Conditional Distance Correlation
by: Kavak, Emre, et al.
Published: (2025)

Generating Reports or Repeating Templates? Measuring and Mitigating Template Collapse in 3D CT Report Generation
by: Maye-Lasserre, Tom, et al.
Published: (2026)

Bidirectional Mammogram View Translation with Column-Aware and Implicit 3D Conditional Diffusion
by: Li, Xin, et al.
Published: (2025)

Adapting Foundation Vision-Language Models to Medical Diagnosis via Query-Driven Expert Bridging
by: Li, Yitong, et al.
Published: (2025)

Bridging MRI and PET physiology: Untangling complementarity through orthogonal representations
by: Adomeit, Sonja, et al.
Published: (2026)

Plasma-CycleGAN: Plasma Biomarker-Guided MRI to PET Cross-modality Translation Using Conditional CycleGAN
by: Chen, Yanxi, et al.
Published: (2025)

PathoSyn: Imaging-Pathology MRI Synthesis via Disentangled Deviation Diffusion
by: Wang, Jian, et al.
Published: (2025)

MLV$^2$-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel Segmentation
by: Bongratz, Fabian, et al.
Published: (2024)

CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis
by: Sargood, Alec, et al.
Published: (2025)

Conditional Diffusion for 3D CT Volume Reconstruction from 2D X-rays
by: Rath, Martin, et al.
Published: (2026)

Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
by: Moschetto, Andrea, et al.
Published: (2025)

MSDM: Generating Task-Specific Pathology Images with a Multimodal Conditioned Diffusion Model for Cell and Nuclei Segmentation
by: Winter, Dominik, et al.
Published: (2025)

Pattern-Aware Diffusion Synthesis of fMRI/dMRI with Tissue and Microstructural Refinement
by: Shen, Xiongri, et al.
Published: (2025)

Echo-Path: Pathology-Conditioned Echo Video Generation
by: Muhammad, Kabir Hamzah, et al.
Published: (2025)

DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image Denoising
by: Zhou, Yinchi, et al.
Published: (2026)

Enhancing Diffusion Models for Inverse Problems with Covariance-Aware Posterior Sampling
by: Hamidi, Shayan Mohajer, et al.
Published: (2024)

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models
by: Liu, Jiashuai, et al.
Published: (2025)

CT-Less Attenuation Correction Using Multiview Ensemble Conditional Diffusion Model on High-Resolution Uncorrected PET Images
by: St-Georges, Alexandre, et al.
Published: (2025)

Meta-information Guided Cross-domain Synergistic Diffusion Model for Low-dose PET Reconstruction
by: Geng, Mengxiao, et al.
Published: (2025)

Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation
by: Madlindl, Patrick, et al.
Published: (2025)

Diffusion as Reasoning: Enhancing Object Navigation via Diffusion Model Conditioned on LLM-based Object-Room Knowledge
by: Ji, Yiming, et al.
Published: (2024)

Enhanced Diagnostic Performance via Large-Resolution Inference Optimization for Pathology Foundation Models
by: Hu, Mengxuan, et al.
Published: (2026)

Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning
by: Zhang, Yu, et al.
Published: (2025)

Low-Bitrate Video Compression through Semantic-Conditioned Diffusion
by: Wang, Lingdong, et al.
Published: (2025)

A Semantically Enhanced Generative Foundation Model Improves Pathological Image Synthesis
by: Guan, Xianchao, et al.
Published: (2025)

TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models
by: Li, Pengxiang, et al.
Published: (2023)

Collaborative Attention and Consistent-Guided Fusion of MRI and PET for Alzheimer's Disease Diagnosis
by: Ma, Delin, et al.
Published: (2025)

Model-based Cleaning of the QUILT-1M Pathology Dataset for Text-Conditional Image Synthesis
by: Aubreville, Marc, et al.
Published: (2024)

Comparing Conditional Diffusion Models for Synthesizing Contrast-Enhanced Breast MRI from Pre-Contrast Images
by: Ibarra, Sebastian, et al.
Published: (2025)

PGcGAN: Pathological Gait-Conditioned GAN for Human Gait Synthesis
by: Chandrasekaran, Mritula, et al.
Published: (2026)

Modality-Aware and Anatomical Vector-Quantized Autoencoding for Multimodal Brain MRI
by: Li, Mingjie, et al.
Published: (2026)