Invention Grant
- Patent Title: Explainable artificial intelligence framework for electrocardiography analysis
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Application No.: US16253942Application Date: 2019-01-22
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Publication No.: US11324457B2Publication Date: 2022-05-10
- Inventor: Kun Wang , Nan Du , Yusheng Xie , Min Tu , Shangqing Zhang , Yaliang Li , Tao Yang , Hui Tang , Lianyi Han , Wei Fan
- Applicant: TENCENT AMERICA LLC
- Applicant Address: US CA Palo Alto
- Assignee: TENCENT AMERICA LLC
- Current Assignee: TENCENT AMERICA LLC
- Current Assignee Address: US CA Palo Alto
- Agency: Sughrue Mion, PLLC
- Main IPC: A61B5/00
- IPC: A61B5/00 ; G06K9/00 ; A61B5/316 ; A61B5/349 ; G06N20/00
Abstract:
There is included an apparatus and system including an intra-heartbeat (HB) extraction code configured to extract intra-HB features from electrocardiography (ECG) signals, and an inter-HB extraction code configured to extract inter-HB features from the ECG signals, and at least one attention mechanism code configured to control at least one of the intra-HB extraction code and inter-HB extraction code based on at least one attention mechanism.
Public/Granted literature
- US20200229771A1 EXPLAINABLE ARTIFICIAL INTELLIGENCE FRAMEWORK FOR ELECTROCARDIOGRAPHY ANALYSIS Public/Granted day:2020-07-23
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