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

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We demonstrated that cheaply obtained surrogate metrics (weak labels) and transfer learning can be used for improving liver volumetry at a high volume liver transplant center.

https://doi.org/10.1148/ryai.2019180019

Eric Oermann