Artificial intelligence-based decision support model for new drug development planning

作者：

Highlights：

• Proposing a decision support tool to assist effective decision-making on drug development.

• Devising a drug development recommendation/prediction model.

• Recommending drug groups suitable for development by individual pharmaceutical companies.

• Predicting the success probability of a specific drug development by a company.

摘要

•Proposing a decision support tool to assist effective decision-making on drug development.•Devising a drug development recommendation/prediction model.•Recommending drug groups suitable for development by individual pharmaceutical companies.•Predicting the success probability of a specific drug development by a company.

论文关键词：Decision support model,Hybrid recommender system,Drug development recommendation,Pharmaceutical portfolio management,COVID-19 vaccine development prediction

论文评审过程：Received 14 February 2021, Revised 18 January 2022, Accepted 2 March 2022, Available online 8 March 2022, Version of Record 22 March 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116825