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A novel multi-target regression framework for time-series prediction of drug efficacy

Excavating from small samples is a challenging pharmacokinetic problem, where statistical methods can be applied. Pharmacokinetic data is special due to the small samples of high dimensionality, which makes it difficult to adopt conventional methods to predict the efficacy of traditional Chinese med...

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Detalles Bibliográficos
Autores principales: Li, Haiqing, Zhang, Wei, Chen, Ying, Guo, Yumeng, Li, Guo-Zheng, Zhu, Xiaoxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5241636/
https://www.ncbi.nlm.nih.gov/pubmed/28098186
http://dx.doi.org/10.1038/srep40652