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filingDate 2017-07-12-04:00^^<http://www.w3.org/2001/XMLSchema#date>
inventor http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_cbaecca9c48ec9fd64ecf4f135bd9e01
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publicationDate 2019-02-07-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber JP-2019020791-A
titleOfInvention Toxicity prediction method and use thereof
abstract It is an object of the present invention to provide a compound toxicity predicting means capable of obtaining a prediction result having high accuracy and reliability and easy to evaluate. (1) receiving structural information of a test compound input by a user; (2) generating a three-dimensional molecular structure having an optimized structure based on the received structural information; (3) one or more molecules using the three-dimensional molecular structure and including at least one molecular descriptor selected from the group consisting of a three-dimensional molecular descriptor, a four-dimensional molecular descriptor, and a quantum chemical molecular descriptor A step of calculating a descriptor value; and (4) a toxicity prediction model calculating a probability of the presence or absence of toxicity of the test compound using the value of the molecular descriptor, wherein the probability of toxicity and toxicity The step of 100% when the probability of absence is added, and the step of (5) outputting the calculated probability are executed to predict the toxicity of the compound. [Selection] Figure 1
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