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IDENTIFYING CHEMICAL SUBSTRUCTURES ASSOCIATED WITH ADVERSE DRUG REACTIONS
IDENTIFYING CHEMICAL SUBSTRUCTURES ASSOCIATED WITH ADVERSE DRUG REACTIONS
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机译:识别与不良药物反应相关的化学亚结构
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摘要
Embodiments of the present invention are directed to a computer-implemented method for generating a framework for analyzing adverse drug reactions. A non-limiting example of the computer-implemented method includes receiving to a processor, a plurality of drug chemical structures. The non-limiting example also includes receiving, to the processor, a plurality of known drug-adverse drug reaction associations. The non-limiting example also includes constructing, by the processor, a deep learning framework for each of a plurality of adverse drug reactions based at least in part upon the plurality of drug chemical structures and the plurality of known adverse-drug reaction associations.
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