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Sebastian Ziegler

Deutsches Krebsforschungszentrum

Machine Learning Engineer @ Applied Computer Vision Lab

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Deutsches Krebsforschungszentrum - Heidelberg

Sebastian Ziegler in Helmholtz Imaging CONNECT:

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Modality

Computed tomography (CT)

Computed tomography (CT) is a non-invasive medical imaging technique allowing a detailed internal view of body structures.
A CT measures X-ray attenuations by different tissues inside the body by using a rotating X-ray tube and …

In Helmholtz Imaging CONNECT
➤Applications: 5 ➤Facilities: 4 ➤Centers: 8 ➤Instruments: 7 ➤Labs: 2 ➤Experts: 22 ➤Solutions: 6

No facility found.

Center

Deutsches Krebsforschungszentrum (DKFZ)

More than 450,000 people are diagnosed with cancer each year in Germany. Cancer is a disease that poses enormous challenges to research, because every cancer is different and its course can vary immensely even from …

In Helmholtz Imaging CONNECT
➤Applications: 40 ➤Facilities: 0 ➤Instruments: 6 ➤Labs: 17 ➤Modalities: 31 ➤Experts: 29 ➤Solutions: 9

No instrument found.

Lab

Applied Computer Vision Lab

The Helmholtz Imaging Service Unit ‘Applied Computer Vision Lab’ supports Helmholtz researchers in the application of AI algorithms to their custom image analysis problems. Our services include designing tailored AI solutions, consulting in training data …

In Helmholtz Imaging CONNECT
➤Applications: 2 ➤Facilities: 0 ➤Centers: 3 ➤Instruments: 0 ➤Modalities: 0 ➤Experts: 6 ➤Solutions: 5

Lab

Helmholtz Imaging (HI)

Helmholtz Imaging (HI) brings scientists and engineers in the Helmholtz Association together to promote and develop imaging science and to foster synergies across imaging modalities and applications within the Helmholtz Association.

A significant amount of …

In Helmholtz Imaging CONNECT
➤Applications: 2 ➤Facilities: 0 ➤Centers: 5 ➤Instruments: 0 ➤Modalities: 0 ➤Experts: 24 ➤Solutions: 14

Solution

Computer Vision Experimentation Frameworks - Image Classification

This solution contains a framework for training deep learning-based classification and regression models with Pytorch Lightning. It comprises several architectures, regularization, augmentation and training techniques and aims to provide an easy-to-use suite for experimenting and …

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 0 ➤Centers: 1 ➤Instruments: 0 ➤Labs: 1 ➤Modalities: 0 ➤Experts: 3