Matches in SemOpenAlex for { <https://semopenalex.org/work/W4376121341> ?p ?o ?g. }
- W4376121341 abstract "The application of artificial intelligence (AI) approaches to drug discovery for G protein‐coupled receptors (GPCRs) is a rapidly expanding area. Artificial intelligence can be used at multiple stages during the drug discovery process, from aiding our understanding of the fundamental actions of GPCRs to the discovery of new ligand‐GPCR interactions or the prediction of clinical responses. Here, we provide an overview of the concepts behind artificial intelligence, including the subfields of machine learning and deep learning. We summarise the published applications of artificial intelligence to different stages of the GPCR drug discovery process. Finally, we reflect on the benefits and limitations of artificial intelligence and share our vision for the exciting potential for further development of applications to aid GPCR drug discovery. In addition to making the drug discovery process “faster, smarter and cheaper,” we anticipate that the application of artificial intelligence will create exciting new opportunities for GPCR drug discovery." @default.
- W4376121341 created "2023-05-12" @default.
- W4376121341 creator A5010490370 @default.
- W4376121341 creator A5024721527 @default.
- W4376121341 creator A5046477498 @default.
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- W4376121341 creator A5058054791 @default.
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- W4376121341 creator A5062968132 @default.
- W4376121341 creator A5068167050 @default.
- W4376121341 creator A5074852078 @default.
- W4376121341 creator A5077280255 @default.
- W4376121341 date "2023-05-26" @default.
- W4376121341 modified "2023-10-17" @default.
- W4376121341 title "The application of artificial intelligence to accelerate G protein‐coupled receptor drug discovery" @default.
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