Combination of Active Transfer Learning and Natural Language Processing to Improve Liver Volumetry Using Surrogate Metrics with Deep Learning.

Brett MarinelliMartin KangMichael L MartiniJohn R ZechJoseph TitanoSamuel ChoAnthony B CostaEric K Oermann

Published in: Radiology. Artificial intelligence (2019)

Active transfer learning using surrogate metrics facilitated deployment of deep learning models for clinically meaningful liver segmentation at a major liver transplant center.© RSNA, 2019Supplemental material is available for this article.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
machine learning
autism spectrum disorder