Computational Toxicology : Volume II /
| Autor Corporativo: | |
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| Otros Autores: | , |
| Formato: | eBook |
| Lenguaje: | English |
| Publicado: |
Totowa, NJ :
Humana Press : Imprint: Humana,
2013.
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| Edición: | 1st ed. 2013. |
| Colección: | Methods in Molecular Biology,
930 |
| Materias: |
Tabla de Contenidos:
- Methods for Building QSARs
- Accessing and Using Chemical Databases
- From QSAR to QSIIR: Searching for Enhanced Computational Toxicology Models
- Mutagenicity, Carcinogenicity and Other Endpoints
- Classification Models for Safe Drug Molecules
- QSAR and Metabolic Assessment Tools in the Assessment of Genotoxicity
- Gene Expression Networks
- Construction of Cell Type-Specific Logic Models of Signaling Networks Using CellNetOptimizer
- Regulatory Networks
- Computational Reconstruction of Metabolic Networks from KEGG
- Biomarkers
- Biomarkers: Environmental Public Health Indicators
- Modeling for Regulatory Purposes (Risk and Safety Assessment)
- Developmental Toxicity Prediction
- Predictive Computational Toxicology to Support Drug Safety Assessment
- Developing a Practical Toxicogenomics Data Analysis System Utilizing Open-Source Software
- Systems Toxicology from Genes to Organs
- Agent Based Models of Cellular Systems
- Linear Algebra
- Ordinary Differential Equations
- On the Development and Validation of QSAR Models
- Principal Components Analysis
- Partial Least Square Methods: Partial Least Squares Correlation and Partial Least Square Regression
- Maximum Likelihood
- Bayesian Inference.