A general primer for data harmonization

C Cheng, L Messerschmidt, I Bravo, M Waldbauer… - Scientific data, 2024 - nature.com
Data harmonization is an important method for combining or transforming data. To date
however, articles about data harmonization are field-specific and highly technical, making it …

A Natural Language Processing Approach to Support Biomedical Data Harmonization: Leveraging Large Language Models

Z Li, SP Prabhu, ZT Popp, SS Jain, V Balakundi… - arXiv preprint arXiv …, 2024 - arxiv.org
Biomedical research requires large, diverse samples to produce unbiased results.
Automated methods for matching variables across datasets can accelerate this process …

[PDF][PDF] A General Guide for Harmonizing Data

C Cheng, L Messerschmidt, I Bravo, M Waldbauer… - 2023 - osf.io
Data harmonization is an important method for generating the requisite datasets to support
big data analyses. To date however, articles about data harmonization are field-specific and …