cosas-test-phase


Logo for cosas-test-phase

About

Creator:

User Mugshot jingxin 

Contact email:
Image Version:
1f4722ad-5e5e-4f12-9ef1-f41d366ebef5
Last updated:
July 27, 2024, 8:09 a.m.
Inputs:
  • Adenocarcinoma Images  (Image patches containing adenocarcinoma regions)
Outputs:
  • Adenocarcinoma Mask  (Mask patches with segmented adenocarcinoma region (0=background, 1=normal gland, 2=adenocarcinoma))

Model Facts

Summary

This is a submission example for the Cosas Challenge. For more details, please visit the challenge page at Cosas Challenge. You can find the related code on our GitHub repository: cosas-algorithm-submission.

Mechanism

The algorithms implemented with MMSegmentation are utilized for segmenting adenocarcinoma.

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