cellular composition


Logo for cellular composition

About

Creator:

User Mugshot trinhvg 

Contact email:
Version:
02b3f12c-0b06-4bcc-93f1-4c802d268376
Last updated:
March 4, 2022, 11:51 p.m.
Inputs:
  • Generic Medical Image 
Outputs:
  • Epithelial cell count  (List of epithelial cell count predictions)
  • Lymphocyte count  (List of lymphocyte cell count predictions)
  • Plasma cell count  (List of plasma cell count predictions)
  • Neutrophil count  (List of neutrophil cell count predictions)
  • Eosinophil count  (List of eosinophil cell count predictions)
  • Connective tissue cell count  (List of connective tissue cell count predictions)

Challenge Performance

Date Challenge Phase Rank
March 5, 2022 CoNIC-Challenge Cellular Composition - Final Test 23

Model Facts

Summary

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