发明名称 |
Medical ontologies for machine learning and decision support |
摘要 |
A medical ontology may be used for computer assisted clinical decision support. Multi-level and/or semantically grouped medical ontology is incorporated into a machine learning algorithm. The resulting machine-learnt algorithm outputs information to assist in clinical decisions. For example, a patient record is input to the algorithm. Based on the incorporated medical ontology, similarities are aggregated in different groups. An aggregate similarity of at least one group is a function of an aggregate similarity of at least another group. One or more similar patients and/or outcomes are identified based on similarity. Probability based outputs may be provided.
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申请公布号 |
US7899764(B2) |
申请公布日期 |
2011.03.01 |
申请号 |
US20070763717 |
申请日期 |
2007.06.15 |
申请人 |
SIEMENS AKTIENGESELLSCHAFT |
发明人 |
MARTIN HUBER;TSYMBAL ALEXEY;ZILLNER SONJA |
分类号 |
G06F15/18 |
主分类号 |
G06F15/18 |
代理机构 |
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