Invention Grant
- Patent Title: Methods for optimizing and using medical diagnostic classifiers based on genetic algorithms
- Patent Title (中): 基于遗传算法优化和使用医学诊断分类器的方法
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Application No.: US10597767Application Date: 2005-02-01
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Publication No.: US08798937B2Publication Date: 2014-08-05
- Inventor: J. David Schaffer , Mark R. Siimpson
- Applicant: J. David Schaffer , Mark R. Siimpson
- Applicant Address: NL Eindhoven
- Assignee: Koninklijke Philips N.V.
- Current Assignee: Koninklijke Philips N.V.
- Current Assignee Address: NL Eindhoven
- International Application: PCT/IB2005/050426 WO 20050201
- International Announcement: WO2005/078629 WO 20050825
- Main IPC: G01N33/48
- IPC: G01N33/48 ; G06F19/24
Abstract:
In a genetic optimization method, the genes of a chromosome population are computationally genetically evolved. The evolving includes evolving a number of expressed genes in each chromosome and employing a fitness criterion evaluated without reference to unexpressed genes of each chromosome. An optimized chromosome produced by the genetic evolving is selected.
Public/Granted literature
- US20070172828A1 Genetic algorithms for optimization of genomics-based medical diagnostic tests Public/Granted day:2007-07-26
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