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Duplicate Detection 6.6.2013 Felix Baumann Overview 2 ? Duplicate detection ? Similarity measures ? Algorithms ? Data sets and evaluation ? Data fusion Felix Baumann Data Profiling and Data Cleansing
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Duplicate detection - HPI refers to the process of identifying and eliminating duplicate records in a Healthcare Provider Identifiers (HPI) database.
Healthcare organizations and providers who maintain HPI databases are required to file duplicate detection reports.
To fill out duplicate detection - HPI, organizations and providers need to compare records in the database, identify duplicates using predefined criteria, and eliminate or merge duplicated entries.
The purpose of duplicate detection - HPI is to ensure the accuracy and integrity of healthcare provider data by eliminating duplicate entries. This helps in preventing errors, improving data quality, and facilitating efficient healthcare processes.
The specific information to be reported on duplicate detection - HPI may vary, but typically it includes the unique identifiers of duplicate records, identification of the primary or original record, details on the merge or elimination process, and any relevant notes or comments.
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