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Permutation-based identification of important biomarkers for complex diseases via machine learning models

Study of human disease remains challenging due to convoluted disease etiologies and complex molecular mechanisms at genetic, genomic, and proteomic levels. Many machine learning-based methods have been developed and widely used to alleviate some analytic challenges in complex human disease studies....

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Detalles Bibliográficos
Autores principales: Mi, Xinlei, Zou, Baiming, Zou, Fei, Hu, Jianhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8140109/
https://www.ncbi.nlm.nih.gov/pubmed/34021151
http://dx.doi.org/10.1038/s41467-021-22756-2