Machine learning algorithms for mode-of-action classification in toxicity assessment

BACKGROUND: Real Time Cell Analysis (RTCA) technology is used to monitor cellular changes continuously over the entire exposure period. Combining with different testing concentrations, the profiles have potential in probing the mode of action (MOA) of the testing substances. RESULTS: In this paper,...

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Detalhes bibliográficos
Publicado no:BioData Min
Main Authors: Zhang, Yile, Wong, Yau Shu, Deng, Jian, Anton, Cristina, Gabos, Stephan, Zhang, Weiping, Huang, Dorothy Yu, Jin, Can
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2016
Assuntos:
Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4866020/
https://ncbi.nlm.nih.gov/pubmed/27182283
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13040-016-0098-0
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