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Department of Quantitative Biomedicine

The Menze group publishes a Deep Learning-enabled tool for segmentation of organs in whole-body mouse scans

Deep learning-enabled multi-organ segmentation in whole-body mouse scans

The Menze lab presents a deep learning solution called AIMOS that automatically segments major organs and the skeleton in whole-body images of mice. AIMOS is a powerful open-source solution that increases scalability, reduces bias, and fosters reproducibility in biomedical research, as illustrated by its direct applicability for localisation of cancer metastases.

See Schoppe et al, Nature Communications

Fig. 3: Qualitative results of segmentation performance. © 2020 The Author(s)