Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”

Takaaki Masuda; Koshi Mimori

doi:10.1016/j.patter.2022.100470

Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”

Takaaki Masuda, Koshi Mimori

外科

研究成果: ジャーナルへの寄稿 › コメント/討論 › 査読

1 被引用数 (Scopus)

抄録

Drug repurposing using artificial intelligence algorithms is a powerful technique that leverages existing datasets to find new medical applications for approved drugs. Pham et al. developed CIGER, a deep learning framework to overcome unreliable data in the datasets and present repositioned drugs against pancreatic cancer.

本文言語	英語
論文番号	100470
ジャーナル	Patterns
巻	3
号	4
DOI	https://doi.org/10.1016/j.patter.2022.100470
出版ステータス	出版済み - 4月 8 2022

!!!All Science Journal Classification (ASJC) codes

決定科学（全般）

UN SDG

この成果は、次の持続可能な開発目標に貢献しています

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10.1016/j.patter.2022.100470

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引用スタイル

@article{b4555e5e5724482f94ec50a606332511,

title = "Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”",

abstract = "Drug repurposing using artificial intelligence algorithms is a powerful technique that leverages existing datasets to find new medical applications for approved drugs. Pham et al. developed CIGER, a deep learning framework to overcome unreliable data in the datasets and present repositioned drugs against pancreatic cancer.",

author = "Takaaki Masuda and Koshi Mimori",

note = "Funding Information: T.M. and K.M. are supported by the Japan Society for the Promotion of Science . Publisher Copyright: {\textcopyright} 2022 The Authors",

year = "2022",

month = apr,

day = "8",

doi = "10.1016/j.patter.2022.100470",

language = "English",

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AU - Masuda, Takaaki

AU - Mimori, Koshi

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N2 - Drug repurposing using artificial intelligence algorithms is a powerful technique that leverages existing datasets to find new medical applications for approved drugs. Pham et al. developed CIGER, a deep learning framework to overcome unreliable data in the datasets and present repositioned drugs against pancreatic cancer.

AB - Drug repurposing using artificial intelligence algorithms is a powerful technique that leverages existing datasets to find new medical applications for approved drugs. Pham et al. developed CIGER, a deep learning framework to overcome unreliable data in the datasets and present repositioned drugs against pancreatic cancer.

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U2 - 10.1016/j.patter.2022.100470

DO - 10.1016/j.patter.2022.100470

M3 - Comment/debate

AN - SCOPUS:85127791867

SN - 2666-3899

VL - 3

JO - Patterns

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Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”

抄録

!!!All Science Journal Classification (ASJC) codes

UN SDG

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