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Deep Learning Methods for Predicting Disease Status Using Genomic Data

Predicting disease status for a complex human disease using genomic data is an important, yet challenging, step in personalized medicine. Among many challenges, the so-called curse of dimensionality problem results in unsatisfied performances of many state-of-art machine learning algorithms. A major...

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Detalles Bibliográficos
Autores principales: Wu, Qianfan, Boueiz, Adel, Bozkurt, Alican, Masoomi, Arya, Wang, Allan, DeMeo, Dawn L, Weiss, Scott T, Qiu, Weiliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6530791/
https://www.ncbi.nlm.nih.gov/pubmed/31131151