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Adopting standards such as Fast Healthcare Interoperability Resources (FHIR) and Clinical Data Interchange Standards Consortium (CDISC), along with automated validation tools, can facilitate data harmonization and interoperability across platforms

Factors influencing effectiveness include the degree of weight regain, time since surgery, type of bariatric procedure performed, adherence to lifestyle modifications, and individual metabolic characteristics

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