Semantic search helper: A tool based on the use of embeddings in multi-item questionnaires as a harmonization opportunity for merging large datasets – A feasibility study
Abstract Background Recent advances in natural language processing (NLP), particularly in language processing methods, have opened new avenues in semantic data analysis. A promising application of NLP is data harmonization in questionnaire-based cohort studies, where it can be used as an additional...
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Main Authors: | , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Cambridge University Press
2025-01-01
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Series: | European Psychiatry |
Subjects: | |
Online Access: | https://www.cambridge.org/core/product/identifier/S092493382401808X/type/journal_article |
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