公开(公告)号：US20230154612A1

公开(公告)日：2023-05-18

申请号：US17530435

申请日：2021-11-18

Applicant: MERATIVE US L.P.

Inventor： Dustin Michael Sargent ,  Michael Trambert ,  Lenward E. Holness, JR. ,  Dale Seegmiller Maudlin ,  Sun Young Park

IPC: G16H50/20 ,  G16H10/60 ,  G16H15/00 ,  G16H30/40

CPC classification number: G16H50/20 ,  G16H10/60 ,  G16H15/00 ,  G16H30/40

Abstract: A method and system is provided for radiology peer review feedback and learning using artificial intelligence. The system includes an electronic processor configured to: receive a set of medical imaging exams with reading physician data and at least one peer review score, train a machine learning algorithm to predict a review score from the medical imaging exam and reading physician data, use the trained machine learning algorithm to represent the medical imaging exam and the reading physician data, store a history of medical imaging exams for a reading physician, receive newly-reviewed medical imaging exam data for the reading physician having a feature vector, find similar medical imaging exams in the history of the medical imaging exams by comparing the feature vector of the newly-reviewed medical imaging exam data with the feature vectors for the medical imaging exams for the reading physician, and provide common review feedback to the reading physician.

公开(公告)号：US20230154592A1

公开(公告)日：2023-05-18

申请号：US17530434

申请日：2021-11-18

Applicant: MERATIVE US L.P.

Inventor： Dustin Michael Sargent ,  Michael Trambert ,  Lenward E. Holness, JR. ,  Dale Seegmiller Maudlin ,  Sun Young Park

IPC: G16H30/20 ,  G16H50/20 ,  G16H40/20

CPC classification number: G16H30/20 ,  G16H50/20 ,  G16H40/20

Abstract: A method and system is provided for optimizing radiology peer review exam selection using artificial intelligence. The system includes an electronic processor configured to: receive a set of candidate medical imaging exams with reading physician data, assign the medical imaging exams to at least one peer reviewer, receive peer reviewer data including scores and/or text for the assigned medical imaging exams, update a machine learning algorithm to optimize the assignment of medical imaging exams to the at least one peer reviewer using the received peer reviewer data.