Liver segmentation


Logo for Liver segmentation

About

Creators:
Image Version:
e97730e9-67ac-40f9-9219-3fcb87cb1e66
Last updated:
Nov. 7, 2021, 3:15 p.m.
Inputs:
  • CT Image  (Any CT image)
Outputs:
  • Liver  (Liver segmentation with 0 = background, 1 = liver, 2 = liver tumor)

Model Facts

Summary

This algorithm uses nnU-Net to segment the liver in CT scans.

Mechanism

Validation and Performance

Uses and Directions

This algorithm was developed for research purposes only.

Warnings

Common Error Messages

Information on this algorithm has been provided by the Algorithm Editors, following the Model Facts labels guidelines from Sendak, M.P., Gao, M., Brajer, N. et al. Presenting machine learning model information to clinical end users with model facts labels. npj Digit. Med. 3, 41 (2020). 10.1038/s41746-020-0253-3