Automated Organ Segmentation in MRI
In this use case we realized a robust and accurate segmentation of the liver, the spleen, the kidneys and the heart in various Magnetic Resonance Imaging (MRI) sequences. The approach has proven to cope with even non-standardized image intensities and varying contrast in MRI.
All aspects of a typical AI service project have been realized in-house by our annotation and software experts.
- 120 3D MRI series of the torso
- Kidney left and right separately
A set of neighboring axial slices taken from an evaluation MRI series that was not contained within training. The automatically segmented organs are marked in color.