- 专利标题： System and method using clinical data to predict genetic relatedness for the efficient management and reduction of healthcare-associated infections
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申请号： US16455985申请日： 2019-06-28
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公开(公告)号： US11961594B2公开(公告)日： 2024-04-16
- 发明人: Liyi Xu , Raivo Kolde , Andrew G. Hoss
- 申请人： KONINKLIJKE PHILIPS N.V.
- 申请人地址： NL Eindhoven
- 专利权人： KONINKLIJKE PHILIPS N.V.
- 当前专利权人： KONINKLIJKE PHILIPS N.V.
- 当前专利权人地址： NL Eindhoven
- 主分类号： G16B5/20
- IPC分类号： G16B5/20 ; G06N5/02 ; G16B20/20 ; G16B30/10 ; G16B40/20 ; G16B45/00 ; G16H40/20 ; G16H50/30 ; G16H50/50 ; G16H50/70 ; G16H50/80 ; G16H70/60 ; G16B20/40
摘要：
A method for identifying two or more infections as related or non-related infections based on an estimated genetic relatedness of the two or more infections, comprising: (i) receiving, for each of two or more infected patients, infection-relevant information comprising an antibiotic resistance profile for the patient's infection, a geo-temporal record for the patient, and a caregiver history for the patient; (ii) estimating, using a trained genetic relatedness model, a genetic relatedness of at least two of the two or more infections; (iii) comparing the estimated genetic relatedness between at least two of the two or more infections to a predetermined threshold; (iv) identifying, based on the comparison, the at least two of the two or more infections as a related infection or a non-related infection.
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