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MR. Carsten Lüth

Deutsches Krebsforschungszentrum

Organizatorial

PhD student @ IML
working on Active Learning and the low label data regime, to bring benefits of Deep Learning to a broader audience of users.

Publications

Conditional Invertible Neural Networks for Diverse Image-to-Image Translation

Ardizzone L, Kruse J, Lüth C, Bracher N, Rother C, Köthe U - Lecture Notes in Computer Science - 2021

10.1007/978-3-030-71278-5_27

Send mail to Carsten Lüth (carsten.lueth@dkfz-heidelberg.de)
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Carsten Lüth in Helmholtz Imaging CONNECT:

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
Modality
Magnetic resonance imaging (MRI)

Magnetic resonance imaging (MRI) is a medical imaging technique used in radiology to form pictures of the anatomy and the physiological processes inside the body. MRI scanners use strong magnetic fields, magnetic field gradients, and …

In Helmholtz Imaging CONNECT
➤Applications: 4 ➤Facilities: 2 ➤Centers: 8 ➤Instruments: 1 ➤Labs: 4 ➤Experts: 17 ➤Solutions: 1
Modality
Natural Images

In Helmholtz Imaging CONNECT
➤Applications: 1 ➤Facilities: 0 ➤Centers: 3 ➤Instruments: 0 ➤Labs: 1 ➤Experts: 4 ➤Solutions: 3
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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
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Lab
Interactive Machine Learning (IML)

Considering human interaction when designing machine learning (ML) systems bears great potential: On the one hand, decision-making in ML systems remains imperfect in practice, thus requiring human interaction for safety-critical applications such as clinical diagnostics. …

In Helmholtz Imaging CONNECT
➤Applications: 0 ➤Facilities: 0 ➤Centers: 2 ➤Instruments: 0 ➤Modalities: 0 ➤Experts: 4 ➤Solutions: 2
No solution found.

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