Nuclear Pleomorphism Scoring


Logo for Nuclear Pleomorphism Scoring

About

Image Version:
ea3a33dd-d64c-4ef5-b9e3-f7da8da1e3af
Last updated:
Sept. 28, 2021, 9:48 a.m.
Associated publication:
Mercan C, Balkenhol M, Salgado R, et al.. Automated Scoring of Nuclear Pleomorphism Spectrum with Pathologist-level Performance in Breast Cancer. arXiv. Published online December 25, 2020.

Interfaces

This algorithm implements all of the following input-output combinations:

Inputs Outputs
1
  • Generic Medical Image (Image)
  • Generic Overlay (Heat Map)
  • 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