Invention Grant
- Patent Title: Closed-loop intelligence
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Application No.: US16528194Application Date: 2019-07-31
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Publication No.: US11561938B1Publication Date: 2023-01-24
- Inventor: Bharat B. Sutariya , Ryan Alan Brush , Cole Anthony Erdmann
- Applicant: CERNER INNOVATION, INC.
- Applicant Address: US KS Kansas City
- Assignee: CERNER INNOVATION, INC.
- Current Assignee: CERNER INNOVATION, INC.
- Current Assignee Address: US KS Kansas City
- Agency: Shook, Hardy & Bacon L.L.P.
- Main IPC: G06F16/21
- IPC: G06F16/21 ; G16H10/60 ; G06N20/00

Abstract:
Methods, computer systems, and computer-storage medium are provided for providing closed-loop intelligence. A selection of data is received, at a cloud service, from a database comprising data from a plurality of sources in a Fast Healthcare Interoperability Resources (FHIR) format to build a data model. After a feature vector corresponding to the data model is extracted, a selection of an algorithm for a machine learning model to apply to the data model is received. A portion of the selection of data is utilized for training data and test data and the machine learning model is applied to the training data. Once the model is trained, the trained machine learning model can be saved at the cloud service, where it may be accessed by others.
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