cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis.
CoRR, 2024
Denoising Diffusion Models for Anomaly Localization in Medical Images.
CoRR, 2024
Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis.
Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024
Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting.
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Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024
Modeling the Neonatal Brain Development Using Implicit Neural Representations.
Proceedings of the Predictive Intelligence in Medicine - 7th International Workshop, 2024
Improved distinct bone segmentation in upper-body CT through multi-resolution networks.
Int. J. Comput. Assist. Radiol. Surg., November, 2023
Diffusion Models for Memory-efficient Processing of 3D Medical Images.
CoRR, 2023
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images.
Proceedings of the Medical Imaging with Deep Learning, 2023
Denoising Diffusion Models for Memory-efficient Processing of 3D Medical Images.
Proceedings of the Medical Imaging with Deep Learning, 2023
Point Cloud Diffusion Models for Automatic Implant Generation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Denoising Diffusion Models for Inpainting of Healthy Brain Tissue.
Proceedings of the Brain Tumor Segmentation, and Cross-Modality Domain Adaptation for Medical Image Segmentation, 2023
The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models.
CoRR, 2022
Diffusion Models for Implicit Image Segmentation Ensembles.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Position Regression for Unsupervised Anomaly Detection.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Learn to Ignore: Domain Adaptation for Multi-site MRI Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Diffusion Models for Medical Anomaly Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis.
CoRR, 2021
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020