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Artificial intelligence in drug discovery and development

期刊

DRUG DISCOVERY TODAY
卷 26, 期 1, 页码 80-93

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ELSEVIER SCI LTD
DOI: 10.1016/j.drudis.2020.10.010

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资金

  1. Department of Pharmaceuticals, Ministry of Chemicals and Fertilizers, Government of India
  2. Science and Engineering Research Board, Department of Science and Technology, Government of India [ECR/2016/001964]
  3. N-PDF [PDF/2016/003329]

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The use of artificial intelligence (AI) has been increasing in various sectors of society, particularly the pharmaceutical industry. In this review, we highlight the use of AI in diverse sectors of the pharmaceutical industry, including drug discovery and development, drug repurposing, improving pharmaceutical productivity, and clinical trials, among others; such use reduces the human workload as well as achieving targets in a short period of time. We also discuss crosstalk between Artificial Intelligence (AI) has recently started to gear-up its application in various sectors of the society with the pharmaceutical industry as a frontrunner beneficiary. This review highlights the impactful use of AI in diverse areas of the pharmaceutical sectors viz., drug discovery and development, drug repurposing, improving pharmaceutical productivity, clinical trials, etc. to name a few, thus reducing the human workload as well as achieving targets in a short period. Crosstalk on the tools and techniques utilized in enforcing AI, ongoing challenges, and ways to overcome them, along with the future of AI in the pharmaceutical industry, is also discussed.

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