公开(公告)号：US20230162830A1

公开(公告)日：2023-05-25

申请号：US17576055

申请日：2022-01-14

Applicant: Express Scripts Strategic Development, Inc.

Inventor： Viswanathan Subramanian ,  Mahipal Singareddy ,  Vincenzo N. Desantis ,  Sreenivasa Chennuru ,  Sravan Kumar Goud Golla ,  Camille Patel

IPC: G16H20/10 ,  G06V30/19 ,  G06V10/70 ,  G06V30/41

CPC classification number: G16H20/10 ,  G06V30/1916 ,  G06V10/70 ,  G06V30/19147 ,  G06V30/41

Abstract: A computer system includes memory hardware configured to store a machine learning model, a record database, and historical feature vector inputs. Processor hardware is configured to execute instructions which include training the machine learning model to generate an entity field output, and for each of multiple database entities, scanning the database entity to generate a feature vector input, and processing the feature vector input to generate the entity field output. In response to determining that the entity field output includes at least one missing field value, the instructions include accessing the record database to identify a predicted value for the missing field value, analyzing the structured scan data or rescanning the database entity to determine whether the predicted value is present in the database entity, and assigning the database entity to the validated subset of the multiple database entities when the predicted value is present in the database entity.