Published March 30, 2023 | Version v2
Other Open

15: Breast Histopathology Images

Description

Goal of this model is to identify Invasive Ductal Carcinoma (IDC), which is the most common subtype of all breast cancers. The original files are located here: http://gleason.case.edu/webdata/jpi-dl-tutorial/IDC_regular_ps50_idx5.zip. Citation: https://www.ncbi.nlm.nih.gov/pubmed/27563488 and http://spie.org/Publications/Proceedings/Paper/10.1117/12.2043872. Available classes are
  • 0
  • 1
The model was trained using this script; a summary of its performance can be found here.

Files

6dd214_metrics-python.json

Files (123.4 MB)

Name Size
md5:41c53e2e1e8fee881aef1fa80e47ad0f
1.5 MB Preview Download
md5:c452bf693141d6a4d27221b429037862
92.2 MB Download
md5:2612ee7bb4c54e8bdaded1c3bfbad12a
28.3 MB Preview Download
md5:213981e4437b53a5b982e160c2e23429
1.5 MB Preview Download

Additional details

Related works

Is part of
10.5281/zenodo.7740029 (DOI)