Patent ID: 11893048
Assignee: VELOCITYEHS HOLDINGS, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A computer implemented method comprising:
identifying, based on rules defining target information fields, for each target field of the target information fields, at least one page in a digital data record comprising content related to the target field;
extracting, for each target field, from the at least one page, at least one portion of text comprising the content;
feeding, for each target field, a pre-processed version of the at least one portion of text into a machine learning (ML) model, wherein the ML model is trained on data associated with the target field;
determining, for each target field, via the ML model trained on the target field, at least one candidate text comprising the content;
extracting, for each target field, the at least one candidate text;
identifying a page of the digital data record containing special target information;
inputting an image of the page into a visual machine learning network (visual ML), wherein the visual ML is trained to recognize text associated with the special target information in an image;
identifying by the visual ML, a section of the image that contains the special target information;
inputting a page number of the page, the digital data record, and coordinates of the section into an extraction module; and
extracting the special target information by the extraction module from the section.