Invention Grant
US08510245B2 Bayesian clinical decision model for determining probability of transplant glomerulopathy
有权
贝叶斯临床决定模型,用于确定移植肾小球病的概率
- Patent Title: Bayesian clinical decision model for determining probability of transplant glomerulopathy
- Patent Title (中): 贝叶斯临床决定模型,用于确定移植肾小球病的概率
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Application No.: US13083184Application Date: 2011-04-08
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Publication No.: US08510245B2Publication Date: 2013-08-13
- Inventor: Alexander Stojadinovic , Eric A. Elster , Doug K. Tadaki , John S. Eberhardt, III , Trevor Brown , Thomas A. Davis , Jonathan Forsberg , Jason Hawksworth , Roslyn Mannon
- Applicant: Alexander Stojadinovic , Eric A. Elster , Doug K. Tadaki , John S. Eberhardt, III , Trevor Brown , Thomas A. Davis , Jonathan Forsberg , Jason Hawksworth , Roslyn Mannon
- Applicant Address: US DC Washington
- Assignee: The United States of America as Represented by the Secretary of the Army
- Current Assignee: The United States of America as Represented by the Secretary of the Army
- Current Assignee Address: US DC Washington
- Agent Elizabeth Arwine
- Main IPC: G06N5/00
- IPC: G06N5/00

Abstract:
An embodiment of the invention provides a method for determining a patient-specific probability of transplant glomerulopathy. The method collects clinical parameters from a plurality of patients to create a training database. A fully unsupervised Bayesian Belief Network model is created using data from the training database; and, the fully unsupervised Bayesian Belief Network is validated. Clinical parameters are collected from an individual patient; and, such clinical parameters are input into the fully unsupervised Bayesian Belief Network model via a graphical user interface. The patient-specific probability of transplant glomerulopathy is output from the fully unsupervised Bayesian Belief Network model and sent to the graphical user interface for use by a clinician in pre-operative planning. The fully unsupervised Bayesian Belief Network model is updated using the clinical parameters from the individual patient and the patient-specific probability of transplant glomerulopathy.
Public/Granted literature
- US20110289036A1 Clinical Decision Model Public/Granted day:2011-11-24
Information query
IPC分类:
G | 物理 |
G06 | 计算;推算或计数 |
G06N | 基于特定计算模型的计算机系统 |
G06N5/00 | 利用基于知识的模式的计算机系统 |