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

Surrogate metrics and active transfer learning can facilitate the deployment and validation of deep learning–based segmentation methods on clinical datasets.