A Coding Implementation on MONAI for End-to-End 3D Spleen Segmentation Using UNet on Medical CT Volumes
In this tutorial, we construct an end-to-end 3D medical picture segmentation pipeline utilizing MONAI to phase the spleen on the Medical Segmentation Decathlon Task09 dataset. We work with volumetric CT scans, apply medical imaging transformations similar to orientation alignment, voxel-spacing normalization, depth windowing, foreground cropping, and patch-based sampling, after which prepare a 3D UNet mannequin…
