Multiple-kernel learning for genomic data mining and prediction

Advances in medical technology have allowed for customized prognosis, diagnosis, and treatment regimens that utilize multiple heterogeneous data sources. Multiple kernel learning (MKL) is well suited for the integration of multiple high throughput data sources. MKL remains to be under-utilized by ge...

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Detalhes bibliográficos
Main Authors: Christopher M. Wilson, Kaiqiao Li, Xiaoqing Yu, Pei Fen Kuan, Xuefeng Wang
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Acesso em linha:https://doi.org/10.1186/s12859-019-2992-1
https://bmcbioinformatics.biomedcentral.com/track/pdf/10.1186/s12859-019-2992-1
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