Hip segmentation in CT


Logo for Hip segmentation in CT

About

Creators:
Image Version:
b306156b-67b7-419d-b40a-d098ea705244
Last updated:
Jan. 25, 2022, 12:52 p.m.
Inputs:
  • CT Image  (Any CT image)
Outputs:
  • Results JSON File  (A collection of results of unknown type. Legacy, if possible please use alternative interfaces.)
  • Pelvis  (0 = background, 1 = right hip bone, 2 = left hip bone)

Model Facts

Summary

This algorithm uses convolutional neural networks to segment and label the right and left hip bone 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