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.

公开(公告)号：US20230185796A1

公开(公告)日：2023-06-15

申请号：US18107073

申请日：2023-02-08

Applicant: Express Scripts Strategic Development, Inc.

Inventor： Viswanathan Subramanian

IPC: G06F16/23 ,  G06F16/21 ,  G16H40/20

CPC classification number: G06F16/2379 ,  G06F16/219 ,  G16H40/20

Abstract: A computer system includes memory hardware configured to store a predictive analyzer module, and a fallout transaction history record database including multiple historical fallout transaction records each associated with a database entity. Processor hardware is configured to execute instructions including receiving a fallout transaction request, determining a database search type according to at least one error field of the fallout transaction request, and searching, via the predictive analyzer module, to identify at least one of the multiple historical fallout transaction records associated with one or more field values of the fallout transaction request and the at least one error field. In response to identifying a matching one of the multiple historical fallout transaction records, the instructions include updating the at least one error field of the fallout transaction request, and transmitting the updated fallout transaction request to an automated request processor in response to a successful validation.

公开(公告)号：US20230162831A1

公开(公告)日：2023-05-25

申请号：US17992347

申请日：2022-11-22

Applicant: Express Scripts Strategic Development, Inc.

Inventor： Viswanathan Subramanian

IPC: G16H20/10 ,  G16H10/60

CPC classification number: G16H20/10 ,  G16H10/60

Abstract: A method for automated entity field correction includes scanning a database entity to generate structured scan data, generating a feature vector input according to the structured scan data, and processing, by a machine learning model, the feature vector input to generate an entity field output including multiple identified entity fields and values of the identified entity fields. In response to determining that the entity field output includes at least one missing field value, the method includes accessing a record database to identify a predicted value for the missing field value, comparing a predicted name string of the predicted value to a scanned name string of the structured scan data to determine at least one of a Levenshtein distance and a Jaro-Winkler distance, and transmitting the database entity to a prescription fill processing module for automated processing of a prescription fill specified by the database entity.