3m Innovative Properties Company

Anna N Rafferty

Brian J Stankiewicz

Anthony R Davis

Michael A Nossal

Kavita A Ganesan

David E Yarowsky

This disclosure describes systems, devices, and techniques for identifying sections of medical documents that are suitable for automated medical coding. In one example, a computer-implemented method includes receiving, by one or more processors, the medical document, wherein the medical document comprises a plurality of sections. The method also may include determining, by the one or more processors and via application of a classification model to each section of the plurality of sections, codability indicia for each section of the plurality of sections, wherein the codability indicia represents whether the respective section is suitable for automated medical coding. The method may include outputting, by the one or more processors, the respective codability indicia for each section of the plurality of sections.

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Burnsville, MN, United States of America

Anna N Rafferty