Lumbosacral Spine MRI Segmentation

Lumbosacral spine MRI segmentation and fracture assessment.

Aimed to develop a deep learning model that can automatically find and highlight parts of the lower spine (lumbosacral region) in MRI scans. It can also check for possible fractures. By using models like nnU-Net, the system-integrating machine learning models with a software application-can accurately spot bones and discs, helping doctors measure and analyze spine injuries more easily and quickly.

Overview (Performance) of a customized nnU-Net version

Check nnU-Net here.

Note: More information about this project will be added soon.