Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks

1 code implementation • 9 Oct 2022 • Samra Irshad, Douglas P. S. Gomes, Seong Tae Kim

To address the problem of abdominal multi-organ segmentation, we train the 3D encoder-decoder network to simultaneously segment the abdominal organs and their corresponding boundaries in CT scans via multi-task learning.

Image Segmentation Medical Image Segmentation +4