http://rdf.ncbi.nlm.nih.gov/pubchem/patent/KR-102110176-B1

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filingDate 2019-10-11-04:00^^<http://www.w3.org/2001/XMLSchema#date>
grantDate 2020-05-13-04:00^^<http://www.w3.org/2001/XMLSchema#date>
inventor http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_5052f1a5dc011fd6e7941fc5f3cc8edb
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publicationDate 2020-05-13-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber KR-102110176-B1
titleOfInvention Method and apparatus for deriving new drug candidate substance
abstract A method for deriving new drug candidates performed by a computing device may be disclosed. The method for deriving new drug candidates includes generating a tablet knowledge network in which nodes each representing a biological entity are connected using a connection line representing a correlation between nodes, and analyzing drug-disease node pairs existing in the tablet knowledge network Determining a basic drug for deriving a new drug candidate substance, and obtaining an analogous substance having a chemical structure similar to that of the basic drug using an artificial neural network based structural prediction model, wherein the biological entity includes genes, proteins , Metabolites, symptoms, diseases, compounds, and drugs, and at least one of the categories of interaction, interaction (interact), participation (participate), covariate (covariate), regulation (regulate), association (associate) , Bind, upregulate, cause, resemble, treat, downregulates, alleviate (p It includes at least one of alliate, present, localize, include, and express, and the structural prediction model includes a SMILES (Simplified Molecular-Input Line-Entry System) -based string of the base drug. Can be entered. The method for deriving new drug candidates further comprises predicting physical properties for similar substances through an artificial neural network-based physical property prediction model, and physical properties include solubility, hydration energy, melting point, boiling point, toxicity, electrical stability, and excited state properties , Protein-ligand bond, dissociation constant, and membrane permeability.
isCitedBy http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2022060040-A1
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priorityDate 2019-10-11-04:00^^<http://www.w3.org/2001/XMLSchema#date>
type http://data.epo.org/linked-data/def/patent/Publication

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