- 专利标题: Geolocation pathogen-risk assessment with pandemic-bio-surveillance multi pathogen systems
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申请号: US17381956申请日: 2021-07-21
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公开(公告)号: US11586825B2公开(公告)日: 2023-02-21
- 发明人: Eric Klasson
- 申请人: Pandemic Insights, Inc.
- 申请人地址: US TX Austin
- 专利权人: Pandemic Insights, Inc.
- 当前专利权人: Pandemic Insights, Inc.
- 当前专利权人地址: US TX Austin
- 代理机构: Pillsbury Winthrop Shaw Pittman, LLP
- 主分类号: G06F40/30
- IPC分类号: G06F40/30 ; G16H10/60 ; G16H50/30 ; G16H50/20 ; G16H50/80 ; G16H40/20 ; G16H80/00 ; G06F40/56 ; H04W4/029 ; G06N20/00 ; H04W12/03 ; H04W4/021 ; H04W4/02 ; G16H40/67 ; G16H15/00 ; G16H50/70 ; G16H10/65 ; H04W12/033 ; G06Q10/10 ; G06F16/29 ; G06Q10/1093 ; G06Q10/105 ; H04L51/222 ; G16H10/20
摘要:
Provided is a process, including: obtaining geographic regions and geolocations that are places of interest within those geographic regions; obtaining first data about at least some of the plurality of geolocations, wherein the first data is not pathogen specific; obtaining second data about at least some of the plurality of geolocations, wherein the second data is pathogen-specific; determining geolocation-pathogen-risk scores of the geographic regions based on both the first data and the second data; determining geolocation-pathogen-risk scores of the places of interest with a machine learning model trained to allocate risk of geographic regions to places of interest based on at least some of the first data.
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