Application of Support Vector Machines to In Silico Prediction of Cytochrome P450 Enzyme Substrates and Inhibitors

2006 ◽  
Vol 6 (15) ◽  
pp. 1593-1607 ◽  
Author(s):  
C. Yap ◽  
Y. Xue ◽  
Y. Chen
Keyword(s):  
Cytochrome P450 ◽  
Support Vector Machines ◽  
In Silico ◽  
Support Vector ◽  
Cytochrome P450 Enzyme ◽  
In Silico Prediction ◽  
Vector Machines ◽  
Enzyme Substrates ◽  
P450 Enzyme

In Silico Prediction of Major Drug Clearance Pathways by Support Vector Machines with Feature-Selected Descriptors

2014 ◽  
Vol 42 (11) ◽  
pp. 1811-1819 ◽  
Author(s):  
Kouta Toshimoto ◽  
Naomi Wakayama ◽  
Makiko Kusama ◽  
Kazuya Maeda ◽  
Yuichi Sugiyama ◽  
...  
Keyword(s):  
Support Vector Machines ◽  
In Silico ◽  
Drug Clearance ◽  
Support Vector ◽  
In Silico Prediction ◽  
Vector Machines ◽  
Major Drug

In Silico Prediction of Major Clearance Pathways of Drugs among 9 Routes with Two-Step Support Vector Machines

2018 ◽  
Vol 35 (10) ◽  
Author(s):  
Naomi Wakayama ◽  
Kota Toshimoto ◽  
Kazuya Maeda ◽  
Shun Hotta ◽  
Takashi Ishida ◽  
...  
Keyword(s):  
Support Vector Machines ◽  
In Silico ◽  
Support Vector ◽  
In Silico Prediction ◽  
Vector Machines

Prediction of Human Cytochrome P450 Inhibition Using Support Vector Machines

2005 ◽  
Vol 24 (4) ◽  
pp. 491-502 ◽  
Author(s):  
Jan M. Kriegl ◽  
Thomas Arnhold ◽  
Bernd Beck ◽  
Thomas Fox
Keyword(s):  
Cytochrome P450 ◽  
Support Vector Machines ◽  
Support Vector ◽  
Human Cytochrome ◽  
Vector Machines
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