Comparing the CORAL and random forest approaches for modelling the In Vitro cytotoxicity of silica nanomaterials

Antonio Cassano , Richard L. Marchese Robinson , Anna Palczewska , Tomasz Puzyn , Agnieszka Gajewicz , Lang Tran , Serena Manganelli , Mark T. D. Cronin

Abstract

n/a
Author Antonio Cassano
Antonio Cassano,,
-
, Richard L. Marchese Robinson
Richard L. Marchese Robinson,,
-
, Anna Palczewska
Anna Palczewska,,
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, Tomasz Puzyn PChŚ
Tomasz Puzyn,,
- Laboratory of Environmental Chemometrics
, Agnieszka Gajewicz PChŚ
Agnieszka Gajewicz,,
- Laboratory of Environmental Chemometrics
, Lang Tran
Lang Tran,,
-
, Serena Manganelli
Serena Manganelli,,
-
, Mark T. D. Cronin
Mark T. D. Cronin,,
-
Journal seriesAtla-Alternatives To Laboratory Animals, ISSN 0261-1929
Issue year2016
Vol44
No6
Pages533-556
Keywords in EnglishCORAL software, feature contribution, nano-QSAR, pseudo-SMILES, random forest, silica nanoparticle, variable importance
Languageen angielski
Score (nominal)20
ScoreMinisterial score = 20.0, 20-12-2017, ArticleFromJournal
Ministerial score (2013-2016) = 20.0, 20-12-2017, ArticleFromJournal
Publication indicators WoS Impact Factor: 2016 = 1.021 (2) - 2016=1.042 (5)
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