Drug formula optimization system based on artificial intelligence

Through an artificial intelligence-based drug formula optimization system, using deep learning algorithms and simulation tests to automatically process drug formula optimization, the problems of inefficiency and high cost in traditional drug research and development are solved, and the accurate prediction and safety improvement of drug formulas are achieved.

CN119207832AInactive Publication Date: 2024-12-27CHANGCHUN UNIV OF CHINESE MEDICINE
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Patent Information

Application Number
CN202411732434.0
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-11-29
Publication Date
2024-12-27
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

Drug formula optimization in traditional drug research and development relies on a large number of laboratory experiments and clinical trials, which are inefficient and costly, making it difficult to fully consider the interactions and biological effects between drug ingredients, resulting in difficult prediction of side effects and unstable efficacy.

Method used

Adopting a drug formula optimization system based on artificial intelligence, extracting drug ingredient information through the data input module, the intelligent analysis module uses deep learning algorithm to identify effective formulas, the formula iterative module is optimized, the simulation test module evaluates biological activity and safety, and the decision optimization module is provided Optimization suggestions to achieve automated processing of drug formulas.

Benefits of technology

It shortens the drug development cycle, improves formula efficiency, accurately predicts the effect of drugs, reduces the actual number of experiments and costs, and improves the efficacy and safety of drugs.

✦ Generated by Eureka AI based on patent content.

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Abstract

The invention discloses a drug formula optimization system based on artificial intelligence, and relates to the technical field of drug formula optimization, and the system comprises a data input module which is used for receiving and processing drug component information from a drug research and development database, clinical test results and laboratory test data, and extracting key features based on the drug component information, the medicine component information comprises biological activity, chemical properties and formula ratio of the compound. The drug formula optimization system based on artificial intelligence integrates data input, intelligent analysis, formula iteration, simulation test and decision optimization, realizes full-process automatic processing of drug formula optimization, reduces manual intervention and tedious experimental processes, shortens the drug research and development period, improves the drug formula efficiency, and reduces the labor intensity of a user. And the drug formula effect can be accurately predicted.
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Citation Information

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