Machine-Readable File (MRF) refers to digital documents or datasets formatted for easy processing and interpretation by computer systems. These files are integral in efficiently managing Electronic Health Records (EHRs) facilitating data analysis, ensuring interoperability between healthcare systems, and streamlining administrative tasks like billing and regulatory compliance.