Published on in Vol 2 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44293, first published .
Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study

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

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

David Oniani   1 ;   Premkumar Chandrasekar   1 ;   Sonish Sivarajkumar   2 , BSc ;   Yanshan Wang   1, 2, 3, 4 , PhD

1 Department of Health Information Management, University of Pittsburgh, Pittsburgh, PA, United States

2 Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, United States

3 Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA, United States

4 Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, United States

Corresponding Author:

  • Yanshan Wang, PhD
  • Department of Health Information Management
  • University of Pittsburgh
  • 6026 Forbes Tower
  • Pittsburgh, PA, 15260
  • United States
  • Phone: 1 4123832712
  • Email: yanshan.wang@pitt.edu