{"total":42,"rows":[{"id":"2211.07804","title":"Diffusion Models for Medical Image Analysis: A Comprehensive Survey","created":"2022-11-14","cited_by_count":273,"area":"diffusion"},{"id":"2402.05210","title":"Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models","created":"2024-02-07","cited_by_count":69,"area":"diffusion"},{"id":"2405.14802","title":"Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation","created":"2024-05-23","cited_by_count":33,"area":"diffusion"},{"id":"2308.14190","title":"Score-Based Generative Models for PET Image Reconstruction","created":"2023-08-27","cited_by_count":22,"area":"diffusion"},{"id":"2308.13072","title":"Full-dose Whole-body PET Synthesis from Low-dose PET Using High-efficiency Denoising Diffusion Probabilistic Model: PET Consistency Model","created":"2023-08-24","cited_by_count":15,"area":"diffusion"},{"id":"2406.08374","title":"2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction","created":"2024-06-12","cited_by_count":13,"area":"diffusion"},{"id":"2311.04248","title":"DDPET-3D: Dose-aware Diffusion Model for 3D Ultra Low-dose PET Imaging","created":"2023-11-07","cited_by_count":12,"area":"diffusion"},{"id":"2405.12223","title":"Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation","created":"2024-04-06","cited_by_count":9,"area":"diffusion"},{"id":"2412.04339","title":"Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction","created":"2024-12-05","cited_by_count":9,"area":"diffusion"},{"id":"2507.15078","title":"PET Image Reconstruction Using Deep Diffusion Image Prior","created":"2025-07-20","cited_by_count":6,"area":"diffusion"},{"id":"2602.11545","title":"Supervise-assisted Multi-modality Fusion Diffusion Model for PET Restoration","created":"2026-02-12","cited_by_count":6,"area":"diffusion"},{"id":"2405.12996","title":"Dose-aware Diffusion Model for 3D PET Image Denoising: Multi-institutional Validation with Reader Study and Real Low-dose Data","created":"2024-05-02","cited_by_count":5,"area":"diffusion"},{"id":"2407.00944","title":"Diffusion Transformer Model With Compact Prior for Low-dose PET Reconstruction","created":"2024-07-01","cited_by_count":5,"area":"diffusion"},{"id":"2311.14542","title":"ToddlerDiffusion: Interactive Structured Image Generation with Cascaded Schr\\\"odinger Bridge","created":"2023-11-24","cited_by_count":4,"area":"diffusion"},{"id":"2410.00307","title":"RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models","created":"2024-10-01","cited_by_count":4,"area":"diffusion"},{"id":"2408.02075","title":"FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation","created":"2024-07-22","cited_by_count":3,"area":"diffusion"},{"id":"2507.19186","title":"Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI","created":"2025-07-25","cited_by_count":3,"area":"diffusion"},{"id":"2406.13150","title":"MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction","created":"2024-06-19","cited_by_count":2,"area":"diffusion"},{"id":"2410.00184","title":"Volumetric Conditional Score-based Residual Diffusion Model for PET/MR Denoising","created":"2024-09-30","cited_by_count":2,"area":"diffusion"},{"id":"2411.05302","title":"Adaptive Whole-Body PET Image Denoising Using 3D Diffusion Models with ControlNet","created":"2024-11-08","cited_by_count":2,"area":"diffusion"},{"id":"2412.12532","title":"Addressing Small and Imbalanced Medical Image Datasets Using Generative Models: A Comparative Study of DDPM and PGGANs with Random and Greedy K Sampling","created":"2024-12-17","cited_by_count":2,"area":"diffusion"},{"id":"2502.21260","title":"PET Image Denoising via Text-Guided Diffusion: Integrating Anatomical Priors through Text Prompts","created":"2025-02-28","cited_by_count":2,"area":"diffusion"},{"id":"2403.18139","title":"Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model","created":"2024-03-26","cited_by_count":1,"area":"diffusion"},{"id":"2410.17812","title":"PGDiffSeg: Prior-Guided Denoising Diffusion Model with Parameter-Shared Attention for Breast Cancer Segmentation","created":"2024-10-23","cited_by_count":1,"area":"diffusion"},{"id":"2410.22732","title":"st-DTPM: Spatial-Temporal Guided Diffusion Transformer Probabilistic Model for Delayed Scan PET Image Prediction","created":"2024-10-30","cited_by_count":1,"area":"diffusion"},{"id":"2503.16635","title":"Fed-NDIF: A Noise-Embedded Federated Diffusion Model For Low-Count Whole-Body PET Denoising","created":"2025-03-20","cited_by_count":1,"area":"diffusion"},{"id":"2505.07866","title":"Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review","created":"2025-05-09","cited_by_count":1,"area":"diffusion"},{"id":"2509.04269","title":"TauGenNet: Plasma-Driven Tau PET Image Synthesis via Text-Guided 3D Diffusion Models","created":"2025-09-04","cited_by_count":1,"area":"diffusion"},{"id":"2603.02012","title":"MAP-Diff: Multi-Anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising","created":"2026-03-02","cited_by_count":1,"area":"diffusion"},{"id":"2603.09075","title":"M2Diff: Multi-Modality Multi-Task Enhanced Diffusion Model for MRI-Guided Low-Dose PET Enhancement","created":"2026-03-10","cited_by_count":1,"area":"diffusion"},{"id":"2405.00239","title":"IgCONDA-PET: Weakly-Supervised PET Anomaly Detection using Implicitly-Guided Attention-Conditional Counterfactual Diffusion Modeling -- a Multi-Center, Multi-Cancer, and Multi-Tracer Study","created":"2024-04-30","cited_by_count":0,"area":"diffusion"},{"id":"2409.12078","title":"Denoising diffusion models for high-resolution microscopy image restoration","created":"2024-09-18","cited_by_count":0,"area":"diffusion"},{"id":"2410.11511","title":"Rician Denoising Diffusion Probabilistic Models For Sodium Breast MRI Enhancement","created":"2024-10-15","cited_by_count":0,"area":"diffusion"},{"id":"2506.11297","title":"Score-based Generative Diffusion Models to Synthesize Full-dose FDG Brain PET from MRI in Epilepsy Patients","created":"2025-06-12","cited_by_count":0,"area":"diffusion"},{"id":"2508.08114","title":"Learned Regularization for Microwave Tomography","created":"2025-08-11","cited_by_count":0,"area":"diffusion"},{"id":"2508.14364","title":"Physics-Constrained Diffusion Reconstruction with Posterior Correction for Quantitative and Fast PET Imaging","created":"2025-08-20","cited_by_count":0,"area":"diffusion"},{"id":"2509.00395","title":"Double-Constraint Diffusion Model with Nuclear Regularization for Ultra-low-dose PET Reconstruction","created":"2025-08-30","cited_by_count":0,"area":"diffusion"},{"id":"2512.19584","title":"Patlak Parametric Image Estimation from Dynamic PET Using Diffusion Model Prior","created":"2025-12-22","cited_by_count":0,"area":"diffusion"},{"id":"2603.07759","title":"DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image Denoising","created":"2026-03-08","cited_by_count":0,"area":"diffusion"},{"id":"2606.09378","title":"Echo-DM: Ultrasound Marker Removal via Conditional Latent Diffusion and Region-Aware Fusion","created":"2026-06-08","cited_by_count":0,"area":"diffusion"},{"id":"2608.20112","title":"Flow Matching-Based PET Image Reconstruction","created":"2026-08-20","cited_by_count":0,"area":"diffusion"},{"id":"2608.25693","title":"Unsupervised Anatomical Feature Learning via Diffusion Models: Enhanced Medical Image Segmentation with Denoising Diffusion Probabilistic Models","created":"2026-08-26","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}