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- W3120486112 endingPage "930" @default.
- W3120486112 startingPage "895" @default.
- W3120486112 abstract "As expenditure on drug development increases exponentially, the overall drug discovery process requires a sustainable revolution. Since artificial intelligence (AI) is leading the fourth industrial revolution, AI can be considered as a viable solution for unstable drug research and development. Generally, AI is applied to fields with sufficient data such as computer vision and natural language processing, but there are many efforts to revolutionize the existing drug discovery process by applying AI. This review provides a comprehensive, organized summary of the recent research trends in AI-guided drug discovery process including target identification, hit identification, ADMET prediction, lead optimization, and drug repositioning. The main data sources in each field are also summarized in this review. In addition, an in-depth analysis of the remaining challenges and limitations will be provided, and proposals for promising future directions in each of the aforementioned areas." @default.
- W3120486112 created "2021-01-18" @default.
- W3120486112 creator A5023349445 @default.
- W3120486112 creator A5031579606 @default.
- W3120486112 creator A5032711040 @default.
- W3120486112 creator A5043581759 @default.
- W3120486112 creator A5071331990 @default.
- W3120486112 creator A5079868158 @default.
- W3120486112 date "2020-12-01" @default.
- W3120486112 modified "2023-10-01" @default.
- W3120486112 title "Artificial Intelligence in Drug Discovery: A Comprehensive Review of Data-driven and Machine Learning Approaches" @default.
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