公开(公告)号：US20120290310A1

公开(公告)日：2012-11-15

申请号：US13106766

申请日：2011-05-12

Applicant: James Victor Watson

Inventor： James Victor Watson

IPC: G06Q50/00 ,  G06N5/02

CPC classification number: G16H50/20 ,  G06Q10/10 ,  G06Q50/24

Abstract: A dynamic decision forest may be used to guide clinical or other decision queries such that multiple decision trees are followed in sequence and jumps occur between decision trees based on previously received query responses and the system's determination of what useful data has not been gathered. For example, rather than storing data concerning all possible paths between various decision trees, a system using the dynamic decision forest may determine at the time of use that a jump should occur from one decision tree to another decision tree despite the system not being pre-populated with data representative of a relationship between the source and destination of the jump. A clinical note may be created based on the path followed through the dynamic decision forest, and iterative verification may be used in order to improve the likelihood that the correct path is being followed.

Abstract translation: 可以使用动态决策树来指导临床或其他决策查询，使得顺序地遵循多个决策树，并且基于先前接收到的查询响应和决定什么有用数据未被收集的决策树之间的跳跃发生。 例如，不是存储关于各种决策树之间的所有可能路径的数据，而是使用动态决策树的系统可以在使用时确定跳跃应该从一个决策树发生到另一个决策树，尽管系统不是预先确定的， 填充表示跳跃的源和目的地之间的关系的数据。 可以基于通过动态决策树的路径创建临床注释，并且可以使用迭代验证，以便提高遵循正确路径的可能性。