Concepedia

Julia Wolleb

JW

4

Publications

140

Citations

4

H-Index

2021

Active since

Affiliations

GZO Spital Wetzikon(Current)

Julia Wolleb is an author at GZO Spital Wetzikon specializing in medical imaging, computer vision, and medical image computing.

Top concepts

HealthRadiologyEngineeringData ScienceDeep LearningImage AnalysisComputer VisionMedical ImagingComputer ScienceMachine Learning

Publications per year

2021–2024

4

Publications

4

Diffusion Models for Implicit Image Segmentation Ensembles

Julia Wolleb, Robin Sandkühler, Florentin Bieder et al. · arXiv (Cornell University) · 2021 · 71 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +22

Generative AI for Medical Imaging: extending the MONAI Framework

Walter Hugo Lopez Pinaya, Mark S. Graham, Eric Kerfoot et al. · arXiv (Cornell University) · 2023 · 39 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models

Julia Wolleb, Robin Sandkühler, Florentin Bieder et al. · arXiv (Cornell University) · 2022 · 17 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +27

Machine learning-based preoperative analytics for the prediction of anastomotic leakage in colorectal surgery: a swiss pilot study

Stephanie Taha‐Mehlitz, Larissa Wentzler, Fiorenzo Angehrn et al. · Surgical Endoscopy · 2024 · 13 citations · Full text

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