Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study

BackgroundNatural language processing (NLP) has become an emerging technology in health care that leverages a large amount of free-text data in electronic health records to improve patient care, support clinical decisions, and facilitate clinical and translational science res...

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Bibliographic Details
Main Authors: David Oniani, Premkumar Chandrasekar, Sonish Sivarajkumar, Yanshan Wang
Format: Article
Language:English
Published: JMIR Publications 2023-05-01
Series:JMIR AI
Online Access:https://ai.jmir.org/2023/1/e44293