| 书目名称 | Mathematical Modeling and Validation in Physiology |
| 副标题 | Applications to the |
| 编辑 | Jerry J. Batzel,Mostafa Bachar,Franz Kappel |
| 视频video | |
| 概述 | Focused study of modeling from model design to model identifiability and validation.Written by current leading experts in the field and including topics of current research interest in state of the ar |
| 丛书名称 | Lecture Notes in Mathematics |
| 图书封面 |  |
| 描述 | This volume synthesizes theoretical and practical aspects of both the mathematical and life science viewpoints needed for modeling of the cardiovascular-respiratory system specifically and physiological systems generally.Theoretical points include model design, model complexity and validation in the light of available data, as well as control theory approaches to feedback delay and Kalman filter applications to parameter identification. State of the art approaches using parameter sensitivity are discussed for enhancing model identifiability through joint analysis of model structure and data. Practical examples illustrate model development at various levels of complexity based on given physiological information. The sensitivity-based approaches for examining model identifiability are illustrated by means of specific modelingexamples. The themes presented address the current problem of patient-specific model adaptation in the clinical setting, where data is typically limited. |
| 出版日期 | Book 2013 |
| 关键词 | 34-XX, 92-XX, 92C30, 92C42, 92C50, 93A30; experimental design; interdisciplinary research; model develo |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-642-32882-4 |
| isbn_softcover | 978-3-642-32881-7 |
| isbn_ebook | 978-3-642-32882-4Series ISSN 0075-8434 Series E-ISSN 1617-9692 |
| issn_series | 0075-8434 |
| copyright | Springer-Verlag Berlin Heidelberg 2013 |
发表于 2025-3-21 16:41:07
