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Counterfactual Diffusion Models for Interpretable Explanations of Artificial Intelligence Models in Pathology2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access
Laura Žigutytė, Tim Lenz, Tianyu Han, Katherine Jane Hewitt, Nic Gabriel Reitsam, Sebastian Foersch, +5 more
7citations -
Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, +2 more
33citations -
Enhancing Rare Object Detection on Roadways Through Conditional Diffusion Models for Data Augmentation2024 IEEE Transactions on Intelligent Transportation Systems article Computer Science Advanced Neural Network Applications cited by 1 patent
Hancheng Zhang, Yuanyuan Hu, Zhendong Qian, Jirui Sha, Min Xie, Yuyang Wan, +1 more
7citations -
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation2024 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Medicine Retinal Imaging and Analysis
Yuli Wu, Weidong He, Dennis Eschweiler, Ningxin Dou, Zixin Fan, Shengli Mi, +2 more
7citations -
Towards Universal Unfolding of Detector Effects in High-Energy Physics using Denoising Diffusion Probabilistic Models2024 arXiv (Cornell University) preprint Physics and Astronomy Particle physics theoretical and experimental studies Open access
Camila Pazos, Shuchin Aeron, P. H. Beauchemin, V. Croft, M. Klassen, T. Wongjirad
1citations -
Investigating skeletal muscle micro-trauma with time-dependent diffusion and the random permeable barrier model2024 Scientific Reports article Medicine Advanced Neuroimaging Techniques and Applications Open access
Susanne S. Rauh, Donnie Cameron, Oliver J. Gurney‐Champion, Frank F. Smithuis, Mario M. Maas, Martijn Froeling, +4 more
3citations