发明名称 |
TIME TO EVENT DATA ANALYSIS METHOD AND SYSTEM |
摘要 |
A time to event data analysis method and system. The present invention relates to the analysis of data to identify relationships between the input data and one or more conditions. One method of analysing such data is by the use of neural networks which are non-linear statistical data modelling tools, the structure of which may be changed based on information that is passed through the network during a training phase. A known problem that affects neural networks is the issue of overtraining which arises in overcomplex or overspecified systems when the capacity of the network significantly exceeds the needed parameters. The present invention provides a method of analysing data, such as bioinformatics or pathology data, using a neural network with a constrained architecture and providing a continuous output that can be used in various contexts and systems including prediction of time to an event, such as a specified clinical event. |
申请公布号 |
US2012066163(A1) |
申请公布日期 |
2012.03.15 |
申请号 |
US201113230956 |
申请日期 |
2011.09.13 |
申请人 |
BALLS GRAHAM;LANCASHIRE LEE;LEMATRE CHRISTOPHE;NOTTINGHAM TRENT UNIVERSITY |
发明人 |
BALLS GRAHAM;LANCASHIRE LEE;LEMATRE CHRISTOPHE |
分类号 |
G06N3/08;C12M1/40;C12Q1/68;C40B40/06;C40B40/10;G06N3/02;H01J49/26 |
主分类号 |
G06N3/08 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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