scholarly journals Using machine learning methods and structural alerts for prediction of mitochondrial toxicity

2020 ◽  
Author(s):  
Gerhard Ecker ◽  
Jennifer Hemmerich ◽  
Florentina Troger ◽  
Barbara Füzi
Keyword(s):  
Machine Learning ◽  
Mitochondrial Toxicity ◽  
Learning Methods ◽  
Machine Learning Methods ◽  
Structural Alerts

scholarly journals Using Machine Learning Methods and Structural Alerts for Prediction of Mitochondrial Toxicity

2020 ◽  
Vol 39 (5) ◽  
pp. 2000005 ◽  
Author(s):  
Jennifer Hemmerich ◽  
Florentina Troger ◽  
Barbara Füzi ◽  
Gerhard F.Ecker
Keyword(s):  
Machine Learning ◽  
Mitochondrial Toxicity ◽  
Learning Methods ◽  
Machine Learning Methods ◽  
Structural Alerts

scholarly journals In silico prediction of chemical genotoxicity using machine learning methods and structural alerts

2018 ◽  
Vol 7 (2) ◽  
pp. 211-220 ◽  
Author(s):  
Defang Fan ◽  
Hongbin Yang ◽  
Fuxing Li ◽  
Lixia Sun ◽  
Peiwen Di ◽  
...  
Keyword(s):  
Machine Learning ◽  
In Silico ◽  
In Silico Prediction ◽  
Learning Methods ◽  
Machine Learning Methods ◽  
Structural Alerts

Six machine learning methods combined with six fingerprints and 49 descriptors were utilized to predict chemical genotoxicity.

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