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Leveraging auxiliary measures: a deep multi-task neural network for predictive modeling in clinical research

BACKGROUND: Accurate predictive modeling in clinical research enables effective early intervention that patients are most likely to benefit from. However, due to the complex biological nature of disease progression, capturing the highly non-linear information from low-level input features is quite c...

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Detalles Bibliográficos
Publicado en:BMC Med Inform Decis Mak
Main Authors: Li, Xiangrui, Zhu, Dongxiao, Levy, Phillip
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2018
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6290511/
https://ncbi.nlm.nih.gov/pubmed/30537954
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-018-0676-9
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