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

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 ag...

Descripción completa

Detalles Bibliográficos
Autores principales: Masuda, Takaaki, Mimori, Koshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Preview
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023885/
https://www.ncbi.nlm.nih.gov/pubmed/35465226
http://dx.doi.org/10.1016/j.patter.2022.100470
_version_ 1784690438742999040
author Masuda, Takaaki
Mimori, Koshi
author_facet Masuda, Takaaki
Mimori, Koshi
author_sort Masuda, Takaaki
collection PubMed
description 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.
format Online
Article
Text
id pubmed-9023885
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-90238852022-04-23 Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking” Masuda, Takaaki Mimori, Koshi Patterns (N Y) Preview 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. Elsevier 2022-04-08 /pmc/articles/PMC9023885/ /pubmed/35465226 http://dx.doi.org/10.1016/j.patter.2022.100470 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Preview
Masuda, Takaaki
Mimori, Koshi
Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”
title Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”
title_full Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”
title_fullStr Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”
title_full_unstemmed Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”
title_short Artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”
title_sort artificial intelligence-assisted drug repurposing via “chemical-induced gene expression ranking”
topic Preview
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9023885/
https://www.ncbi.nlm.nih.gov/pubmed/35465226
http://dx.doi.org/10.1016/j.patter.2022.100470
work_keys_str_mv AT masudatakaaki artificialintelligenceassisteddrugrepurposingviachemicalinducedgeneexpressionranking
AT mimorikoshi artificialintelligenceassisteddrugrepurposingviachemicalinducedgeneexpressionranking

Ejemplares similares