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Samira Sayyed

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Open access Oct 2026

An Agentic AI Framework for Master Data Synchronization, Validation and Self-Healing Across Integrated Healthcare Information Systems

Background. Large healthcare organizations run many specialty applications, such as prescribing and dispensing, warehouse and inventory, laboratory, blood bank and billing, that depend on shared master data, chiefly the patient identifier (MRN) and the product identifier with its description. Standards such as HL7 v2 a...

Samira Sayyed · 0 citations

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