Descriptive illustration of ArcDFI.

Descriptive illustration of ArcDFI.

<p><b>a)</b> Model architecture for ArcDFI. The parameters in Compound Substructure Encoder, Compound Graph Encoder and Compound-CYP Interaction Block are shared by both drug and food compounds. <b>b)</b> Detailed illustration of the Compound-CYP interaction block. <...

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Hlavní autor: Mogan Gim (22439477) (author)
Další autoři: Jaewoo Kang (239124) (author), Donghyeon Park (11432730) (author), Minji Jeon (765687) (author)
Vydáno: 2025
Témata:
Biochemistry
Medicine
Molecular Biology
Pharmacology
Ecology
Virology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
handling compounds unseen
attention regularization guided
improved predictive generalizability
div >< p
incorporating cyp450 interactions
cyp450 interactions
limited generalizability
food interactions
cyp450 isoenzymes
predicting dfis
dfi predictions
dfi ).
deeply involved
current understanding
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