Implications for downstream workload based on calibrating an artificial intelligence detection algorithm by standalone-reader or combined-reader sensitivity matching.

Karin DembrowerMattie SalimMartin EklundPeter LindholmFredrik Strand

Published in: Journal of medical imaging (Bellingham, Wash.) (2023)

Setting the operating point by matching stand-alone AI stand-alone with a radiologist will nearly double the downstream workload compared to a modest increase of 15% for the alternative method of matching sensitivity between the combination of AI and a radiologist with two radiologists.

Keyphrases

artificial intelligence
machine learning
deep learning
big data
loop mediated isothermal amplification
neural network
sensitive detection