Invention Grant
- Patent Title: System and method for predicting survival time
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Application No.: US16499152Application Date: 2018-04-27
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Publication No.: US11515039B2Publication Date: 2022-11-29
- Inventor: Anand Kolatkar , Peter Kuhn , Yan Liu , Paymaneh Malihi , Sanjay Purushotham
- Applicant: UNIVERSITY OF SOUTHERN CALIFORNIA
- Applicant Address: US CA Los Angeles
- Assignee: UNIVERSITY OF SOUTHERN CALIFORNIA
- Current Assignee: UNIVERSITY OF SOUTHERN CALIFORNIA
- Current Assignee Address: US CA Los Angeles
- Agency: Snell & Wilmer LLP
- International Application: PCT/US2018/030013 WO 20180427
- International Announcement: WO2018/201083 WO 20181101
- Main IPC: G16H50/20
- IPC: G16H50/20 ; G16H40/67 ; G16H10/40 ; G16H10/60 ; G16H50/30 ; G16H50/70 ; G06N3/04 ; G06N3/08 ; G16H20/10 ; G16H20/70 ; A61B5/15 ; A61B10/02 ; G06K7/10 ; G06K19/07

Abstract:
Methods, systems, and apparatus for a method that predicts an individual survival survival time of a patient. The method includes obtaining clinical data associated with health factors of the patient. The method includes obtaining liquid biopsy data associated with one or more attributes of diseased cells within the patient. The method includes predicting or determining a survival time of the patient using a deep learning model based on the clinical data and the liquid biopsy data. The method includes providing or outputting the survival time.
Public/Granted literature
- US20210090732A1 SYSTEM AND METHOD FOR PREDICTING SURVIVAL TIME Public/Granted day:2021-03-25
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