Artificial intelligence in drug development: present status and future prospects
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作者:
Mak, Kit-Kay
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Int Med Univ, Sch Postgrad Studies & Res, Kuala Lumpur, Malaysia
Int Med Univ, Sch Pharm, Dept Pharmaceut Chem, Kuala Lumpur, MalaysiaInt Med Univ, Sch Postgrad Studies & Res, Kuala Lumpur, Malaysia
Mak, Kit-Kay
[1
,2
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Pichika, Mallikarjuna Rao
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Int Med Univ, Sch Pharm, Dept Pharmaceut Chem, Kuala Lumpur, Malaysia
Int Med Univ, IRDI, Ctr Bioact Mol & Drug Delivery, Kuala Lumpur, MalaysiaInt Med Univ, Sch Postgrad Studies & Res, Kuala Lumpur, Malaysia
Pichika, Mallikarjuna Rao
[2
,3
]
机构:
[1] Int Med Univ, Sch Postgrad Studies & Res, Kuala Lumpur, Malaysia
[2] Int Med Univ, Sch Pharm, Dept Pharmaceut Chem, Kuala Lumpur, Malaysia
[3] Int Med Univ, IRDI, Ctr Bioact Mol & Drug Delivery, Kuala Lumpur, Malaysia
Artificial intelligence (AI) uses personified knowledge and learns from the solutions it produces to address not only specific but also complex problems. Remarkable improvements in computational power coupled with advancements in AI technology could be utilised to revolutionise the drug development process. At present, the pharmaceutical industry is facing challenges in sustaining their drug development programmes because of increased R&D costs and reduced efficiency. In this review, we discuss the major causes of attrition rates in new drug approvals, the possible ways that AI can improve the efficiency of the drug development process and collaboration of pharmaceutical industry giants with AI-powered drug discovery firms.
机构:
Sun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R China
Guangzhou Xinhua Univ, Sch Biomed Engn, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R China
Liao, Jiahui
Huang, Lanfang
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Sun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R China
Huang, Lanfang
Qu, Meizi
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Sun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R China
Qu, Meizi
Chen, Binghui
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Sun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R China
Chen, Binghui
Wang, Guojie
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Sun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R ChinaSun Yat Sen Univ, Affiliated Hosp 5, Dept Radiol, Zhuhai, Peoples R China