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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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Detalles Bibliográficos
Autores principales: Zhang, Yile, Wong, Yau Shu, Deng, Jian, Anton, Cristina, Gabos, Stephan, Zhang, Weiping, Huang, Dorothy Yu, Jin, Can
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4866020/
https://www.ncbi.nlm.nih.gov/pubmed/27182283
http://dx.doi.org/10.1186/s13040-016-0098-0