- 专利标题: TRANSLATING AI ALGORITHMS FROM 12-LEAD CLINICAL ECGS TO PORTABLE AND CONSUMER ECGS WITH FEWER LEADS
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申请号: US17814229申请日: 2022-07-21
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公开(公告)号: US20230028783A1公开(公告)日: 2023-01-26
- 发明人: Noah Zimmerman , Joel Dudley , Marcus Badgerly , Will Thompson , Greg Lee , Kipp Johnson , Arun Nemani
- 申请人: Tempus Labs, Inc.
- 申请人地址: US IL Chicago
- 专利权人: Tempus Labs, Inc.
- 当前专利权人: Tempus Labs, Inc.
- 当前专利权人地址: US IL Chicago
- 主分类号: A61B5/00
- IPC分类号: A61B5/00 ; A61B5/0205 ; A61B5/024
摘要:
A method includes the step of receiving electrocardiogram (ECG) data associated with a plurality of patients and an electrocardiogram configuration including a plurality of leads and a time interval. The electrocardiogram data includes, for each lead included in the plurality of leads, voltage data associated with at least a portion of the time interval. The method also includes training an artificial intelligence model on the ECG data, tuning the artificial intelligence model using data from a device having fewer leads than the plurality of leads, and evaluating the artificial intelligence model on additional data received from the ECG data.
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