A selection of our current projects

The Medical Machine Learning Lab develops Machine Learning solutions in all areas of medicine.
GateNet

GateNet

Flow cytometry is a widely utilized technique for identifying cell populations in patient-derived fluids, such as peripheral blood (PB) or …

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Deepbet

Deepbet

The segmentation of brain tissues in magnetic resonance imaging (MRI) data is a crucial step in neuroimaging preprocessing pipelines. The …

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Brain Age

Brain Age

The deviation between chronological age and age predicted from neuroimaging data has been identified as a sensitive risk marker of …

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Colon Wall Segmentation

Colon Wall Segmentation

Ulcerative colitis is a chronic inflammatory bowel disease characterized by the development of ulcers in the colonic mucosa. It causes …

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Intraepidermal Nerve Fiber Density Quantification

Intraepidermal Nerve Fiber Density Quantification

In collaboration with the Institute for Neuropathology at the University of Münster, we are developing a standardized method for quantifying …

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