Detecting Redundant Health Survey Questions by Using Language-Agnostic Bidirectional Encoder Representations From Transformers Sentence Embedding: Algorithm Development Study

Abstract BackgroundAs the importance of person-generated health data (PGHD) in health care and research has increased, efforts have been made to standardize survey-based PGHD to improve its usability and interoperability. Standardization efforts such as the Patient-Reported Ou...

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Bibliographic Details
Main Authors: Sunghoon Kang, Hyewon Park, Ricky Taira, Hyeoneui Kim
Format: Article
Language:English
Published: JMIR Publications 2025-06-01
Series:JMIR Medical Informatics
Online Access:https://medinform.jmir.org/2025/1/e71687
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