- 专利标题: Closed-loop intelligence
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申请号: US16528194申请日: 2019-07-31
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公开(公告)号: US11561938B1公开(公告)日: 2023-01-24
- 发明人: Bharat B. Sutariya , Ryan Alan Brush , Cole Anthony Erdmann
- 申请人: CERNER INNOVATION, INC.
- 申请人地址: US KS Kansas City
- 专利权人: CERNER INNOVATION, INC.
- 当前专利权人: CERNER INNOVATION, INC.
- 当前专利权人地址: US KS Kansas City
- 代理机构: Shook, Hardy & Bacon L.L.P.
- 主分类号: G06F16/21
- IPC分类号: G06F16/21 ; G16H10/60 ; G06N20/00
摘要:
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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