Baselinev3


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About

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Last updated:
Jan. 15, 2024, 7:40 p.m.
Inputs:
  • Axial T2 Prostate MRI  (Axial T2 MRI of the Prostate)
  • PSA and Age  (JSON document containing the propetries "patient_age" (integer) and "psa" in ng/mL (number).)
Outputs:
  • Prostate Cancer Risk Score  (Prostate Cancer Risk Score with values "Low" or "High")
  • Prostate Cancer Risk Score Likelihood  (Prostate Cancer Risk Score Likelihood with values between 0 and 1)

Challenge Performance

Date Challenge Phase Rank
Jan. 15, 2024 CHAIMELEON Test Prostate Classification 27

Model Facts

Summary

3d CNN

Mechanism

3d CNN

Validation and Performance

3d CNN

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