发明名称 |
METHOD AND SYSTEM FOR EXPLORING THE ASSOCIATIONS BETWEEN DRUG SIDE-EFFECTS AND THERAPEUTIC INDICATIONS |
摘要 |
A system and method for analyzing chemical data including a processor and one or more classifiers, stored in memory and coupled to the processor, which further includes an indication predictive module configured to predict whether a given chemical treats a particular indication or not and a side effect predictive module configured to predict whether a given chemical causes a side-effect or not. A correlation engine is configured to determine one or more correlations between one or more indications and one or more side effects for the given chemical and a visualization tool is configured to analyze the one or more correlations and to output results of the analysis. |
申请公布号 |
US2015006439(A1) |
申请公布日期 |
2015.01.01 |
申请号 |
US201313971072 |
申请日期 |
2013.08.20 |
申请人 |
INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
Cao Nan;Hu Jianying;Sorrentino Robert K.;Wang Fei;Zhang Ping |
分类号 |
G06N5/02 |
主分类号 |
G06N5/02 |
代理机构 |
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代理人 |
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主权项 |
1. A system for analyzing chemical data comprising:
a processor; one or more classifiers, stored in memory and coupled to the processor, further comprising:
an indication predictive module configured to predict whether a given chemical treats a particular indication or not; anda side effect predictive module configured to predict whether a given chemical causes a side-effect or not; a correlation engine configured to determine one or more correlations between one or more indications and one or more side effects for the given chemical; and a visualization tool configured to analyze the one or more correlations and to output results of the analysis. |
地址 |
Armonk NY US |