Article

TRAUMA: A Machine Learning–Based Record Linkage Method for Health Databases

2026-07-13

Abstract excerpt

<title>Abstract</title> <p>Background A machine learning–based record linkage approach was developed within the TRAUMA project to support the integration of Brazilian Unified Health System (SUS) information systems. However, evidence comparing traditional linkage approaches with supervised machine learning models in large health datasets remains limited. This study evaluated the TRAUMA linkage method and compare...

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Literature Corpus work: dfcb11ae-c0e1-5a38-af28-2e07aff84195
DOI: 10.21203/rs.3.rs-10229230/v1

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