Drug-screening system and drug-screening method
AssigneeIndustrial Technology Research Institute
InventorsCi-Jie LIN, Chieh-Jen HSIAO, Chieh-Jen WANG
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Abstract
A drug-screening system includes an encoding module, a candidate-drug generating module and a drug-ranking module. The encoding module is configured to encode a drug expression and at least one drug-ranking indicator to generate a first encoding variable. The candidate-drug generating module is configured to train a generative adversarial network according to the first encoding variable to generate a plurality of candidate drugs, wherein each of the candidate drugs has a generative drug expression and at least one generative drug-ranking indicator. The drug-ranking module is configured to rank strengths of the candidate drugs according to the generative drug-ranking indicator of each of the candidate drugs.
Claims20
A drug-screening system, comprising:
- an encoding module, configured to encode a drug expression and at least one drug-ranking indicator to generate a first encoding variable;
- a candidate-drug generating module, configured to train a generative adversarial network according to the first encoding variable to generate a plurality of candidate drugs, wherein each of the candidate drugs has a generative drug expression and at least one generative drug-ranking indicator;
- and
- a drug-ranking module, configured to rank strengths of the candidate drugs according to the at least one generative drug-ranking indicator of each of the candidate drugs.
A drug-screening method, comprising:
- encoding a drug expression and at least one drug-ranking indicator to generate a first encoding variable;
- training a generative adversarial network according to the first encoding variable to generate a plurality of candidate drugs, wherein each of the candidate drugs has a generative drug expression and at least one generative drug-ranking indicator;
- and
- ranking strengths of the candidate drugs according to the at least one generative drug-ranking indicator of each of the candidate drugs.
Dependencies are inferred from the claim text.