Predictive Toxicology
A comprehensive overview of techniques and systems currently utilized in predictive toxicology, this reference presents an in-depth survey of strategies to characterize chemical structures and biological systems-covering prediction methods and algorithms, sources of high-quality toxicity data, the m...
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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CRC Press
2009
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| Truy cập trực tuyến: | https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/1148 |
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oai:scholar.dlu.edu.vn:DLU123456789-11482009-10-13T01:26:09Z Predictive Toxicology Helma, Christoph Environmental Sciences A comprehensive overview of techniques and systems currently utilized in predictive toxicology, this reference presents an in-depth survey of strategies to characterize chemical structures and biological systems-covering prediction methods and algorithms, sources of high-quality toxicity data, the most important commercial and noncommercial predictive toxicology programs, and advanced technologies in computational chemistry and biology, statistics, and data mining. A Brief Introduction to Predictive Toxicology. Description and Representation of Chemicals. Computational Biology and Toxicogenomics. Toxicological Information for Use in Predictive Modeling: Quality, Sources, and Databases. The Use of Expert Systems for Toxicology Risk Prediction. Regression- and Projection-Based Approaches in Predictive Toxicology. Machine Learning and Data Mining. Neural Networks and Kernel Machines for Vector and Structured Data. Applications of Substructure-Based SAR in Toxicology. OncoLogic: A Mechanism-Based Expert System for Predicting the Carcinogenic Potential of Chemicals. META: An Expert System for the Prediction of Metabolic Transformations. MC4PC-An Artificial Intelligence Approach to the Discovery of Quantitative Structure-Toxic Activity Relationships. PASS: Prediction of Biological Activity Spectra for Substances. Lazar: Lazy Structure-Activity Relationships for Toxicity Prediction. Index. 2009-10-13T01:26:08Z 2009-10-13T01:26:08Z 2005 Book 082472397 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/1148 en application/octet-stream CRC Press |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Environmental Sciences |
| spellingShingle |
Environmental Sciences Helma, Christoph Predictive Toxicology |
| description |
A comprehensive overview of techniques and systems currently utilized in predictive toxicology, this reference presents an in-depth survey of strategies to characterize chemical structures and biological systems-covering prediction methods and algorithms, sources of high-quality toxicity data, the most important commercial and noncommercial predictive toxicology programs, and advanced technologies in computational chemistry and biology, statistics, and data mining. |
| format |
Book |
| author |
Helma, Christoph |
| author_facet |
Helma, Christoph |
| author_sort |
Helma, Christoph |
| title |
Predictive Toxicology |
| title_short |
Predictive Toxicology |
| title_full |
Predictive Toxicology |
| title_fullStr |
Predictive Toxicology |
| title_full_unstemmed |
Predictive Toxicology |
| title_sort |
predictive toxicology |
| publisher |
CRC Press |
| publishDate |
2009 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/1148 |
| _version_ |
1819773557475901440 |