Helmholtz Imaging CONNECT

KIT is 'The Research University in the Helmholtz Association.' As one of the biggest science institutions in Europe, the only German University of Excellence with national large-scale research facilities combines a long university tradition with …

In Helmholtz Imaging CONNECT
➤Applications: 17 ➤Facilities: 6 ➤Instruments: 32 ➤Labs: 6 ➤Modalities: 53 ➤Experts: 16 ➤Solutions: 4

No lab found.

Modality

Optical Microscopy

The optical microscope, also referred to as a light microscope, is a type of microscope that commonly uses visible light and a system of lenses to generate magnified images of small objects. Optical microscopes are …

In Helmholtz Imaging CONNECT
➤Applications: 1 ➤Facilities: 4 ➤Centers: 6 ➤Instruments: 5 ➤Labs: 2 ➤Experts: 6 ➤Solutions: 2

Solution

Batchgenerators

Data Augmentation is quintessential for training modern AI-based image analysis methods. Through careful modification of the available training data, the training distribution is extended and/or covered in more detail, reducing the potential for overfitting. Batchgenerators …

In Helmholtz Imaging CONNECT
➤Applications: 1 ➤Facilities: 0 ➤Centers: 1 ➤Instruments: 13 ➤Labs: 1 ➤Modalities: 6 ➤Experts: 2

Solution

NnU-Net

When confronted with a new dataset, the application of AI-based segmentation methods is non-trivial. Substantial manual effort is required to optimize the network topology, preprocessing, training procedure and inference strategy to the task at hand. …

In Helmholtz Imaging CONNECT
➤Applications: 3 ➤Facilities: 0 ➤Centers: 1 ➤Instruments: 18 ➤Labs: 1 ➤Modalities: 10 ➤Experts: 2