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Rapid formation of uniformly layered materials by coupling reaction–diffusion processes with mechanical responsiveness2022 Proceedings of the National Academy of Sciences article Computer Science Nonlinear Dynamics and Pattern Formation Open access
Christiaan T. van Campenhout, Daniël N. ten Napel, Martin van Hecke, Willem L. Noorduin
16citations -
Denoising diffusion probabilistic models for 3D medical image generation2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents
Firas Khader, Gustav Anton Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Franz Schulze-Hagen, +9 more
343citations -
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 -
Diffusion models in medical imaging: A comprehensive survey2023 Medical Image Analysis article Computer Science Generative Adversarial Networks and Image Synthesis cited by 3 patents
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, +1 more
769citations -
A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access
Gustav Anton Müller‐Franzes, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Katharina Kuhl, Tianci Wang, +5 more
216citations -
High-fidelity simulations for Turing pattern formation in multi-dimensional Gray–Scott reaction-diffusion system2023 Applied Mathematics and Computation article Computer Science Nonlinear Dynamics and Pattern Formation
Satyvir Singh, Ramesh Chand Mittal, Shafeeq Rahman Thottoli, Mohammad Tamsir
17citations -
Unconditional latent diffusion models memorize patient imaging data2025 Nature Biomedical Engineering article Computer Science Generative Adversarial Networks and Image Synthesis
Marvin Seyfarth, Isabelle Ayx, Theano Papavassiliu, Stefan Oswald Schoenberg, Robert Malte Siepmann, Fabian Christopher Laqua, +7 more
16citations -
Counterfactual Diffusion Models for Interpretable Morphology-based Explanations of Artificial Intelligence Models in Pathology2025 RWTH Publications (RWTH Aachen) article Computer Science Explainable Artificial Intelligence (XAI) Open access
Laura Žigutytė, Tim Lenz, Tianyu Han, Katherine J. Hewitt, Nic G. Reitsam, Sebastian Foersch, +5 more
0citations