KiTS19-Based Automatic RENAL Scoring


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About

Version:
2d835086-cc0d-4f3b-8f2f-72eb8fa3f2e2
Last updated:
Sept. 11, 2021, 8:07 p.m.
Inputs:
  • CT Image  (Any CT image)
  • Kidney Tumor and Cyst  (Segmentation of the kidney and masses where 0 - background, 1 - kidney, and 2 - cyst)
Outputs:
  • Results JSON File  (A collection of results of unknown type. Legacy, if possible please use alternative interfaces.)

Model Facts

Summary

More details about this algorithm including its source code can be found on GitHub. Please contact Nicholas Heller at helle246@umn.edu with any questions.

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