MIDRC-MetricTree: a decision tree-based tool for recommending performance metrics in artificial intelligence-assisted medical image analysis.

Kenny H Cha Berkman SahinerTingting HuGrace Hyun J Kim Heather M Whitney Natalie Baughan Kyle J Myers Maryellen L Giger Michael F McNitt-Gray

Published in: Journal of medical imaging (Bellingham, Wash.) (2024)

The publicly available decision tree is a resource to assist researchers in conducting task-specific performance evaluations, including classification, detection/localization, segmentation, TTE, and estimation tasks.

Keyphrases

artificial intelligence
deep learning
machine learning
big data
convolutional neural network
decision making
healthcare
working memory
loop mediated isothermal amplification
real time pcr
label free