Quantitative medical data analysis using mathematical tools and statistical techniques /:
Quantitative biomedical data analysis is a fast-growing interdisciplinary area of applied and computational mathematics, statistics, computer science, and biomedical science, leading to new fields such as bioinformatics, biomathematics, and biostatistics. In addition to traditional statistical techn...
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| Weitere Verfasser: | , |
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore ; New Jersey :
World Scientific,
©2007.
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| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Quantitative biomedical data analysis is a fast-growing interdisciplinary area of applied and computational mathematics, statistics, computer science, and biomedical science, leading to new fields such as bioinformatics, biomathematics, and biostatistics. In addition to traditional statistical techniques and mathematical models using differential equations, new developments with a very broad spectrum of applications, such as wavelets, spline functions, curve and surface subdivisions, sampling, and learning theory, have found their mathematical home in biomedical data analysis. This book gives a new and integrated introduction to quantitative medical data analysis from the viewpoint of biomathematicians, biostatisticians, and bioinformaticians. It offers a definitive resource to bridge the disciplines of mathematics, statistics, and biomedical sciences. The topics include mathematical models for cancer invasion and clinical sciences, data mining techniques and subset selection in data analysis, survival data analysis and survival models for cancer patients, statistical analysis and neural network techniques for genomic and proteomic data analysis, wavelet and spline applications for mass spectrometry data preprocessing and statistical computing. |
| Beschreibung: | 1 online resource (ix, 353 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 981277212X 9789812772121 |
Internformat
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| spelling | Quantitative medical data analysis using mathematical tools and statistical techniques / editors, Don Hong, Yu Shyr. Singapore ; New Jersey : World Scientific, ©2007. 1 online resource (ix, 353 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Statistical methodology and stochastic modeling -- Proteomics and genomics -- Survival modeling and analysis -- Mathematical models for diseases -- Computing and visualization. Quantitative biomedical data analysis is a fast-growing interdisciplinary area of applied and computational mathematics, statistics, computer science, and biomedical science, leading to new fields such as bioinformatics, biomathematics, and biostatistics. In addition to traditional statistical techniques and mathematical models using differential equations, new developments with a very broad spectrum of applications, such as wavelets, spline functions, curve and surface subdivisions, sampling, and learning theory, have found their mathematical home in biomedical data analysis. This book gives a new and integrated introduction to quantitative medical data analysis from the viewpoint of biomathematicians, biostatisticians, and bioinformaticians. It offers a definitive resource to bridge the disciplines of mathematics, statistics, and biomedical sciences. The topics include mathematical models for cancer invasion and clinical sciences, data mining techniques and subset selection in data analysis, survival data analysis and survival models for cancer patients, statistical analysis and neural network techniques for genomic and proteomic data analysis, wavelet and spline applications for mass spectrometry data preprocessing and statistical computing. Medical informatics. http://id.loc.gov/authorities/subjects/sh89005069 Medicine Research Statistical methods. Statistics. http://id.loc.gov/authorities/subjects/sh85127580 Medical Informatics Statistics as Topic Médecine Informatique. Médecine Recherche Méthodes statistiques. Statistiques. Statistique. statistics. aat MEDICAL Forensic Medicine. bisacsh MEDICAL Preventive Medicine. bisacsh MEDICAL Public Health. bisacsh Statistics fast Medical informatics fast Medicine Research Statistical methods fast Hong, Don. Shyr, Yu. World Scientific (Firm) http://id.loc.gov/authorities/names/no2001005546 Print version: Hong, Don. Quantitative Medical Data Analysis Using Mathematical Tools and Statistical Techniques. Singapore : World Scientific Publishing Company, ©2007 9789812704610 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=518596 Volltext |
| spellingShingle | Quantitative medical data analysis using mathematical tools and statistical techniques / Statistical methodology and stochastic modeling -- Proteomics and genomics -- Survival modeling and analysis -- Mathematical models for diseases -- Computing and visualization. Medical informatics. http://id.loc.gov/authorities/subjects/sh89005069 Medicine Research Statistical methods. Statistics. http://id.loc.gov/authorities/subjects/sh85127580 Medical Informatics Statistics as Topic Médecine Informatique. Médecine Recherche Méthodes statistiques. Statistiques. Statistique. statistics. aat MEDICAL Forensic Medicine. bisacsh MEDICAL Preventive Medicine. bisacsh MEDICAL Public Health. bisacsh Statistics fast Medical informatics fast Medicine Research Statistical methods fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh89005069 http://id.loc.gov/authorities/subjects/sh85127580 |
| title | Quantitative medical data analysis using mathematical tools and statistical techniques / |
| title_auth | Quantitative medical data analysis using mathematical tools and statistical techniques / |
| title_exact_search | Quantitative medical data analysis using mathematical tools and statistical techniques / |
| title_full | Quantitative medical data analysis using mathematical tools and statistical techniques / editors, Don Hong, Yu Shyr. |
| title_fullStr | Quantitative medical data analysis using mathematical tools and statistical techniques / editors, Don Hong, Yu Shyr. |
| title_full_unstemmed | Quantitative medical data analysis using mathematical tools and statistical techniques / editors, Don Hong, Yu Shyr. |
| title_short | Quantitative medical data analysis using mathematical tools and statistical techniques / |
| title_sort | quantitative medical data analysis using mathematical tools and statistical techniques |
| topic | Medical informatics. http://id.loc.gov/authorities/subjects/sh89005069 Medicine Research Statistical methods. Statistics. http://id.loc.gov/authorities/subjects/sh85127580 Medical Informatics Statistics as Topic Médecine Informatique. Médecine Recherche Méthodes statistiques. Statistiques. Statistique. statistics. aat MEDICAL Forensic Medicine. bisacsh MEDICAL Preventive Medicine. bisacsh MEDICAL Public Health. bisacsh Statistics fast Medical informatics fast Medicine Research Statistical methods fast |
| topic_facet | Medical informatics. Medicine Research Statistical methods. Statistics. Medical Informatics Statistics as Topic Médecine Informatique. Médecine Recherche Méthodes statistiques. Statistiques. Statistique. statistics. MEDICAL Forensic Medicine. MEDICAL Preventive Medicine. MEDICAL Public Health. Statistics Medical informatics Medicine Research Statistical methods |
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