ITUnet2d


Logo for ITUnet2d

About

Creator:

User Mugshot honeyk 

Contact email:
Image Version:
17ac14cc-19fc-4c1b-beac-4fc2bd15a903
Last updated:
Nov. 19, 2022, 6:47 a.m.

Interfaces

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

Inputs Outputs
1
  • Coronal T2 Prostate MRI (Image)
  • Transverse T2 Prostate MRI (Image)
  • Sagittal T2 Prostate MRI (Image)
  • Transverse HBV Prostate MRI (Image)
  • Transverse ADC Prostate MRI (Image)
  • Clinical Information Prostate MRI (Anything)
  • Case-level Cancer Likelihood Prostate MRI (Float)
  • Transverse Cancer Detection Map Prostate MRI (Heat Map)
  • Challenge Performance

    Date Challenge Phase Rank
    Jan. 16, 2025 PI-CAI Open Development Phase - Testing 6
    Jan. 22, 2025 PI-CAI Open Development Phase - Tuning 18

    Model Facts

    Summary

    Added transformer to Unet

    Mechanism

    Added transformer to Unet

    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