公开(公告)号：WO2023069401A1

公开(公告)日：2023-04-27

申请号：PCT/US2022/046974

申请日：2022-10-18

Applicant: AMGEN INC.

Inventor： ALKHALIFA, Saleh ,  VAGLE, Daniel ,  OZYURT, Furkan ,  BAYRAK, Elif Seyma

IPC: G06N3/0442 ,  G06N3/045 ,  G06N3/09 ,  G06N3/048 ,  G06N3/092

Abstract: In systems and methods for processing regulatory questions, textual data representing regulatory questions is obtained by one or more processors. The systems and methods also use one or more natural language processing models to classify the regulatory questions, generate answers to the regulatory questions, generate summaries of the regulatory questions, and/or identify documents that are similar to the regulatory questions. The systems and methods also store, transmit, and/or display data indicative of the classifications, answers, summaries, and/or similar documents.

公开(公告)号：WO2022147489A1

公开(公告)日：2022-07-07

申请号：PCT/US2022/011007

申请日：2022-01-03

Applicant: AMGEN INC.

Inventor： ALKHALIFA, Saleh ,  VAGLE, Daniel ,  GARVIN, Christopher, John

IPC: G05B23/02

Abstract: A method of diagnosing or predicting performance of equipment includes determining values of one or more parameters associated with the equipment by monitoring the one or more parameters over a time period in which the equipment is in use. The method also includes determining, by processing the values of the one or more parameters using a classification model, a performance classification of the equipment, mapping the performance classification to a mitigating or preventative action, and generating an output indicative of the mitigating or preventative action.