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Julia Wolleb
Julia Wolleb
Department of Biomedical Engineering, University of Basel
Verified email at unibas.ch
Title
Cited by
Cited by
Year
Diffusion models for implicit image segmentation ensembles
J Wolleb, R Sandkühler, F Bieder, P Valmaggia, PC Cattin
International Conference on Medical Imaging with Deep Learning, 1336-1348, 2022
1652022
Diffusion models for medical anomaly detection
J Wolleb, F Bieder, R Sandkühler, PC Cattin
International Conference on Medical image computing and computer-assisted …, 2022
1512022
Descargan: Disease-specific anomaly detection with weak supervision
J Wolleb, R Sandkühler, PC Cattin
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
252020
Generative ai for medical imaging: extending the monai framework
WHL Pinaya, MS Graham, E Kerfoot, PD Tudosiu, J Dafflon, V Fernandez, ...
arXiv preprint arXiv:2307.15208, 2023
242023
The swiss army knife for image-to-image translation: Multi-task diffusion models
J Wolleb, R Sandkühler, F Bieder, PC Cattin
arXiv preprint arXiv:2204.02641, 2022
212022
Learn to ignore: domain adaptation for multi-site MRI analysis
J Wolleb, R Sandkühler, F Bieder, M Barakovic, N Hadjikhani, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2022
122022
Memory-efficient 3d denoising diffusion models for medical image processing
F Bieder, J Wolleb, A Durrer, R Sandkuehler, PC Cattin
Medical Imaging with Deep Learning, 2023
82023
Point cloud diffusion models for automatic implant generation
P Friedrich, J Wolleb, F Bieder, FM Thieringer, PC Cattin
International Conference on Medical Image Computing and Computer-Assisted …, 2023
72023
Diffusion models for memory-efficient processing of 3d medical images
F Bieder, J Wolleb, A Durrer, R Sandkühler, PC Cattin
arXiv preprint arXiv:2303.15288, 2023
52023
Diffusion models for contrast harmonization of magnetic resonance images
A Durrer, J Wolleb, F Bieder, T Sinnecker, M Weigel, R Sandkühler, ...
arXiv preprint arXiv:2303.08189, 2023
42023
Position Regression for Unsupervised Anomaly Detection
F Bieder, J Wolleb, R Sandkühler, PC Cattin
International Conference on Medical Imaging with Deep Learning, 160-172, 2022
22022
Improved distinct bone segmentation in upper-body CT through multi-resolution networks
E Schnider, J Wolleb, A Huck, M Toranelli, G Rauter, M Müller-Gerbl, ...
International Journal of Computer Assisted Radiology and Surgery 18 (11 …, 2023
12023
Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting
A Durrer, J Wolleb, F Bieder, P Friedrich, L Melie-Garcia, ...
arXiv preprint arXiv:2403.14499, 2024
2024
Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection
J Wolleb, F Bieder, P Friedrich, P Zhang, A Durrer, PC Cattin
arXiv preprint arXiv:2403.11667, 2024
2024
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis
P Friedrich, J Wolleb, F Bieder, A Durrer, PC Cattin
arXiv preprint arXiv:2402.19043, 2024
2024
Denoising Diffusion Models for Inpainting of Healthy Brain Tissue
A Durrer, PC Cattin, J Wolleb
arXiv preprint arXiv:2402.17307, 2024
2024
Modeling the Healthy Fetal Brain Development using Implicit Neural Representations
F Bieder, P Friedrich, H Corbaz, A Durrer, J Wolleb, PC Cattin
Medical Imaging with Deep Learning, 2024
2024
Denoising Diffusion Models for Memory-efficient Processing of 3D Medical Images
F Bieder, J Wolleb, A Durrer, R Sandkuehler, PC Cattin
Medical Imaging with Deep Learning, 552-567, 2024
2024
Training of Denoising Diffusion Models for Prediction of real-time Growth of Primary and Recurrent Gliomas
S Leu, J Wolleb, R Guzman, L Mariani, D Cordier, PC Cattin
Brain and Spine 3, 102171, 2023
2023
Automatic Detection of Pathological Regions in Medical Images
J Wolleb
University_of_Basel, 2022
2022
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