{"total":27,"rows":[{"id":"2306.04542","title":"On the Design Fundamentals of Diffusion Models: A Survey","created":"2023-06-07","cited_by_count":60,"area":"diffusion"},{"id":"2308.02062","title":"Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images","created":"2023-08-03","cited_by_count":30,"area":"diffusion"},{"id":"2403.08464","title":"Diffusion Models with Implicit Guidance for Medical Anomaly Detection","created":"2024-03-13","cited_by_count":26,"area":"diffusion"},{"id":"2310.12868","title":"DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model","created":"2023-10-19","cited_by_count":23,"area":"diffusion"},{"id":"2312.04215","title":"Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs","created":"2023-12-07","cited_by_count":18,"area":"diffusion"},{"id":"2501.11430","title":"A Survey on Diffusion Models for Anomaly Detection","created":"2025-01-20","cited_by_count":13,"area":"diffusion"},{"id":"2308.16150","title":"Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI","created":"2023-08-30","cited_by_count":12,"area":"diffusion"},{"id":"2502.16943","title":"MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection","created":"2025-02-24","cited_by_count":10,"area":"diffusion"},{"id":"2311.11383","title":"A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI","created":"2023-11-19","cited_by_count":9,"area":"diffusion"},{"id":"2407.15270","title":"MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI","created":"2024-07-21","cited_by_count":8,"area":"diffusion"},{"id":"2506.09368","title":"Anomaly Detection and Generation with Diffusion Models: A Survey","created":"2025-06-11","cited_by_count":8,"area":"diffusion"},{"id":"2403.11667","title":"Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection","created":"2024-03-18","cited_by_count":7,"area":"diffusion"},{"id":"2407.07295","title":"Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis","created":"2024-07-10","cited_by_count":7,"area":"diffusion"},{"id":"2410.15432","title":"MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications","created":"2024-10-20","cited_by_count":7,"area":"diffusion"},{"id":"2401.00247","title":"Probing the Limits and Capabilities of Diffusion Models for the Anatomic Editing of Digital Twins","created":"2023-12-30","cited_by_count":6,"area":"diffusion"},{"id":"2506.10233","title":"Conditional diffusion models for guided anomaly detection in brain images using fluid-driven anomaly randomization","created":"2025-06-11","cited_by_count":6,"area":"diffusion"},{"id":"2508.02889","title":"REFLECT: Rectified Flows for Efficient Brain Anomaly Correction Transport","created":"2025-08-04","cited_by_count":6,"area":"diffusion"},{"id":"2404.17900","title":"Unsupervised Anomaly Detection via Masked Diffusion Posterior Sampling","created":"2024-04-27","cited_by_count":5,"area":"diffusion"},{"id":"2312.01904","title":"Unsupervised Anomaly Detection using Aggregated Normative Diffusion","created":"2023-12-04","cited_by_count":4,"area":"diffusion"},{"id":"2407.15119","title":"Diffusion Models for Unsupervised Anomaly Detection in Fetal Brain Ultrasound","created":"2024-07-21","cited_by_count":3,"area":"diffusion"},{"id":"2410.23834","title":"Denoising Diffusion Models for Anomaly Localization in Medical Images","created":"2024-10-31","cited_by_count":3,"area":"diffusion"},{"id":"2409.19623","title":"MCDDPM: Multichannel Conditional Denoising Diffusion Model for Unsupervised Anomaly Detection in Brain MRI","created":"2024-09-29","cited_by_count":2,"area":"diffusion"},{"id":"2402.18362","title":"Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model","created":"2024-02-28","cited_by_count":0,"area":"diffusion"},{"id":"2508.03594","title":"CADD: Context aware disease deviations via restoration of brain images using normative conditional diffusion models","created":"2025-08-05","cited_by_count":0,"area":"diffusion"},{"id":"2510.13684","title":"Generating healthy counterfactuals with denoising diffusion bridge models","created":"2025-10-15","cited_by_count":0,"area":"diffusion"},{"id":"2607.25503","title":"Group Equivariant Diffusion for Anomaly Detection in Computational Cytology","created":"2026-07-28","cited_by_count":0,"area":"diffusion"},{"id":"2609.24265","title":"Unsupervised Brain Anomaly Detection as a Bayesian Inverse Problem with Diffusion Prior","created":"2026-09-21","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}