no code implementations • 25 Mar 2023 • Yaroslav Zharov, Evelina Ametova, Rebecca Spiecker, Tilo Baumbach, Genoveva Burca, Vincent Heuveline
For such imaging techniques, the method can therefore significantly improve image quality, or maintain image quality with further reduced exposure time per image.
no code implementations • 24 Mar 2023 • Yaroslav Zharov, Tilo Baumbach, Vincent Heuveline
In Computed Tomography, machine learning is often used for automated data processing.
no code implementations • 24 Feb 2023 • Jwalin Bhatt, Yaroslav Zharov, Sungho Suh, Tilo Baumbach, Vincent Heuveline, Paul Lukowicz
Morphological atlases are an important tool in organismal studies, and modern high-throughput Computed Tomography (CT) facilities can produce hundreds of full-body high-resolution volumetric images of organisms.
no code implementations • 17 Mar 2022 • Yaroslav Zharov, Alexey Ershov, Tilo Baumbach, Vincent Heuveline
In this work, we propose a pre-training method SortingLoss.
no code implementations • 6 Nov 2020 • Yaroslav Zharov, Alexey Ershov, Tilo Baumbach, Vincent Heuveline
The problem is even more prominent for high-throughput tomography--an automated setup, capable of scanning large batches of samples without human interaction.