Patent ID: 11862305
Assignee: CIITIZEN, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. A computer system comprising:
at least one processor; and
a memory having stored thereon program code that, when executed by the at least one processor, causes the processor to:
receive machine-readable versions of said clinical documents;
sectionalize the clinical documents based on a plurality of machine learning (ML) algorithms, wherein one or more first ML algorithms classify different sections of the clinical documents based on significant signatures corresponding to the different sections, wherein the significant signatures comprise one or more of a set of predefined formatting properties for each of the different sections, and wherein one or more second ML algorithms verify said classifications of the different sections based on text associated with respective sections of the different sections;
transform text associated with the sections into a plurality of structured clinical data records, wherein different words or phrases of text for each section are classified using a plurality of third ML algorithms selected based on said classification of each section, and wherein different combinations of classified words or phrases of the text for each respective section are mapped to a particular structured clinical data record; and
store information from the structured clinical data records in a searchable data structure.