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