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Detect the early-warning signals of diseases based on signaling pathway perturbations on a single sample
BACKGROUND: During the pathogenesisof complex diseases, a sudden health deterioration will occur as results of the cumulative effect of various internal or external factors. The prediction of an early warning signal (pre-disease state) before such deterioration is very important in clinical practice...
Autores principales: | Huo, Yanhao, Zhao, Geng, Ruan, Luoshan, Xu, Peng, Fang, Gang, Zhang, Fengyue, Bao, Zhenshen, Li, Xin |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8772045/ https://www.ncbi.nlm.nih.gov/pubmed/35045824 http://dx.doi.org/10.1186/s12859-021-04286-2 |
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