发明名称 SELECTION OF NEUROSTIMULATOR PARAMETER CONFIGURATIONS USING DECISION TREES
摘要 <p>A selection of parameter configurations for a neurostimulator using decision trees may be employed by a programming device to allow a clinician or other user to select parameter configurations, and then program an implantable neurostimulator to deliver therapy using the selected parameter configurations. The programming device executes a parameter configuration search algorithm to guide the clinician in selection of parameter configurations. The search algorithm relies on a decision tree to identify optimum parameter configurations. A decision tree is useful in classifying observations in a data set based upon one or more attributes or fields within the data. The data set includes parameter configurations matched with observed ratings of efficacy on patients of a similar indication. The learned attribute, on which classification occurs, will be the optimum parameter configuration for a set of rated configurations used to produce the classification. The decision trees may be especially useful in identifying electrode configurations.</p>
申请公布号 WO2005028028(A1) 申请公布日期 2005.03.31
申请号 WO2004US30138 申请日期 2004.09.14
申请人 MEDTRONIC, INC. 发明人 GOETZ, STEVEN, M.
分类号 A61N1/05;A61N1/34;A61N1/36;A61N1/372;(IPC1-7):A61N1/36 主分类号 A61N1/05
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