Big mechanisms in systems biology : big data mining, network modeling, and genome-wide data identification /
"Big Mechanisms in Systems Biology: Big Data Mining, Network Modeling, and Genome-Wide Data Identification explains big mechanisms of systems biology by system identification and big data mining methods using models of biological systems. Systems biology is currently undergoing revolutionary ch...
Clasificación: | Libro Electrónico |
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Autores principales: | , |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
London :
Academic Press,
2016.
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Temas: | |
Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Introduction to big mechanisms in systems biology
- System modeling and system identification methods for big mechanism in biological systems
- Procedure for exploring big mechanisms of systems biology through system identification and big database mining
- Big cellular mechanisms in the cell cycle by system identification and big data mining
- Big regulatory mechanisms in the transcriptional regulation control of gene expression using a stochastic system model and genome-wide experimental data
- Big mechanisms of information flow in cellular systems in response to environmental stress signals via system identification and data mining
- Big offensive and defensive mechanisms in systems immunity from system modeling and big data mining
- Big regeneration mechanisms via systems biology and big database mining methods
- Big tumorigenesis mechanisms in systems cancer biology via big data mining and network modeling
- Big evolutionary mechanisms of network robustness and signaling transductivity in aging and carcinogenic process by system modeling and database mining
- Big mechanisms of aging via system identification and big database mining
- Big drug design mechanisms via systems biology and big database mining.