Diffusion Models Beat GANs on Image Synthesis

• Advances in kidney biopsy lesion assessment through dense instance segmentation

  2025 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access

  5

  citations
• Counterfactual Diffusion Models for Interpretable Explanations of Artificial Intelligence Models in Pathology

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

  7

  citations
• A bearing fault data augmentation method based on hybrid-diversity loss diffusion model and parameter transfer

  2024 Reliability Engineering & System Safety article Engineering Machine Fault Diagnosis Techniques

  44

  citations
• Reconstruction of patient-specific confounders in AI-based radiologic image interpretation using generative pretraining

  2024 Cell Reports Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access

  10

  citations
• ControlRoom3D: Room Generation Using Semantic Proxy Rooms

  2024 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Engineering 3D Shape Modeling and Analysis cited by 2 patents

  31

  citations
• Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation

  2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Retinal Imaging and Analysis

  7

  citations
• Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance

  2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

  13

  citations
• Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets

  2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  33

  citations
• GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy

  2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access

  45

  citations
• A Pose-Informed De-Noising Diffusion Model for Adult Naturalistic EEG Signals

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience EEG and Brain-Computer Interfaces Open access

  1

  citations
• Diffusion models in medical imaging: A comprehensive survey

  2023 Medical Image Analysis article Computer Science Generative Adversarial Networks and Image Synthesis cited by 3 patents

  769

  citations

11 results