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


Author Antonio Cassano
Antonio Cassano,,
, Richard L. Marchese Robinson
Richard L. Marchese Robinson,,
, Anna Palczewska
Anna Palczewska,,
, Tomasz Puzyn (FCh / DEChR / LECh)
Tomasz Puzyn,,
- Laboratory of Environmental Chemometrics
, Agnieszka Gajewicz (FCh / DEChR / LECh)
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, (A 20 pkt)
Issue year2016
Publication size in sheets1.15
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, 04-02-2019, ArticleFromJournal
Ministerial score (2013-2016) = 20.0, 04-02-2019, ArticleFromJournal
Publication indicators WoS Impact Factor: 2016 = 1.021 (2) - 2016=1.042 (5)
Citation count*
Share Share

Get link to the record

* presented citation count is obtained through Internet information analysis and it is close to the number calculated by the Publish or Perish system.