Prediction of Retention Time of Morphine and Its Derivatives Without Using Computer-Encoded Complex Descriptors

2020 ◽  
Author(s):  
Mohammad Hossein Keshavarz ◽  
Zeinab Shirazi ◽  
Mohammad Ali Rezayat
2015 ◽  
Vol 1425 ◽  
pp. 258-264 ◽  
Author(s):  
Carlos Alberto Claumann ◽  
André Wüst Zibetti ◽  
Ariovaldo Bolzan ◽  
Ricardo A.F. Machado ◽  
Leonel Teixeira Pinto

2020 ◽  
Vol 85 (1) ◽  
pp. 9-23
Author(s):  
Branimir Pavlic ◽  
Nemanja Teslic ◽  
Predrag Kojic ◽  
Lato Pezo

This work aimed to obtain a validated model for prediction of retention time of terpenoids isolated from sage herbal dust using supercritical fluid extraction. In total 32 experimentally obtained retention time of terpenes, which were separated and detected by GC?MS were further used to build a prediction model. The quantitative structure?retention relationship was employed to predict the retention time of essential oil compounds obtained in GC?MS analysis, using six molecular descriptors selected by a genetic algorithm. The selected descriptors were used as inputs of an artificial neural network, to build a retention time predictive quantitative structure?retention relationship model. The coefficient of determination for training cycle was 0.837, indicating that this model could be used for prediction of retention time values for essential oil compounds in sage herbal dust extracts obtained by supercritical fluid extraction due to low prediction error and moderately high r2. Results suggested that a 2D autocorrelation descriptor AATS0v was the most influential parameter with an approximately relative importance of 25.1 %.


2016 ◽  
Vol 916 ◽  
pp. 8-16 ◽  
Author(s):  
Giuseppe Marco Randazzo ◽  
David Tonoli ◽  
Stephanie Hambye ◽  
Davy Guillarme ◽  
Fabienne Jeanneret ◽  
...  

2007 ◽  
Vol 1154 (1-2) ◽  
pp. 460-463 ◽  
Author(s):  
M.E. Lienqueo ◽  
O. Salazar ◽  
K. Henriquez ◽  
C.R.C. Calado ◽  
L.P. Fonseca ◽  
...  

Talanta ◽  
2018 ◽  
Vol 178 ◽  
pp. 656-662 ◽  
Author(s):  
Miodrag Zdravković ◽  
Aleksandra Antović ◽  
Jovana B. Veselinović ◽  
Dušan Sokolović ◽  
Aleksandar M. Veselinović

1991 ◽  
Vol 7 (Supple) ◽  
pp. 1363-1366
Author(s):  
SUN HO HAN ◽  
SEUNG SOO KIM ◽  
KIH SOO JOE ◽  
MOO YUL SUH ◽  
TAE YOON EOM

2015 ◽  
Vol 1425 ◽  
pp. 249-257 ◽  
Author(s):  
Carlos Alberto Claumann ◽  
André Wüst Zibetti ◽  
Ariovaldo Bolzan ◽  
Ricardo A.F. Machado ◽  
Leonel Teixeira Pinto

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