Record:   Prev Next
書名 Mathematical modeling and validation in physiology [electronic resource] : applications to the cardiovascular and respiratory systems / Jerry J. Batzel, Mostafa Bachar, Franz Kappel, editors
出版項 Heidelberg ; New York : Springer, c2013
國際標準書號 9783642328824 (electronic bk.)
3642328822 (electronic bk.)
book jacket
說明 1 online resource
系列 Lecture notes in mathematics ; 2064
Lecture notes in mathematics (Springer-Verlag) ; 2064
附註 Theory -- Merging Mathematical and Physiological Knowledge: Dimensions and Challenges / Jerry J. Batzel, Mostafa Bachar, John M. Karemaker, Franz Kappel -- Mathematical Modeling of Physiological Systems / Thomas Heldt, George C. Verghese, Roger G. Mark -- Parameter Selection Methods in Inverse Problem Formulation / H. T. Banks, Ariel Cintrón-Arias, Franz Kappel -- Application of the Unscented Kalman Filtering to Parameter Estimation / Adam Attarian, Jerry J. Batzel, Brett Matzuka, Hien Tran -- Integrative and Reductionist Approaches to Modeling of Control of Breathing / Chung Tin, Chi-Sang Poon -- Parameter Identification in a Respiratory Control System Model with Delay / Ferenc Hartung, Janos Turi -- Practice -- Experimental Studies of Respiration and Apnea / Eugene N. Bruce -- Model Validation and Control Issues in the Respiratory System / James Duffin -- Experimental Studies of the Baroreflex / Clive M. Brown -- Development of Patient Specific Cardiovascular Models Predicting Dynamics in Response to Orthostatic Stress Challenges / Johnny T. Ottesen, Vera Novak, Mette S. Olufsen -- Parameter Estimation of a Model for Baroreflex Control of Unstressed Volume / Karl Thomaseth, Jerry J. Batzel, Mostafa Bachar, Raffaello Furlan
Includes bibliographical references and index
Description based on print version record
1 Merging Mathematical and Physiological Knowledge: Dimensions and Challenges -- 2 Mathematical Modeling of Physiological Systems -- 3 Parameter Selection Methods in Inverse Problem Formulation.- 4 Application of the Unscented Kalman Filtering to Parameter Estimation -- 5 Integrative and Reductionist Approaches to Modeling of Control of Breathing -- 6 Parameter Identification in a Respiratory Control System Model with Delay -- 7 Experimental Studies of Respiration and Apnea -- 8 Model Validation and Control Issues in the Respiratory System -- 9 Experimental Studies of the Baroreflex -- 10 Development of Patient Specific Cardiovascular Models Predicting Dynamics in Response to Orthostatic Stress Challenges -- 11 Parameter Estimation of a Model for Baroreflex Control of Unstressed Volume
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 modeling examples. The themes presented address the current problem of patient-specific model adaptation in the clinical setting, where data is typically limited
鏈接 Print version: Mathematical modeling and validation in physiology applications to the. [S.l.] : Springer, 2012 3642328814 (OCoLC)804049328
主題 Human physiology -- Mathematical models
Cardiovascular system -- Mathematical models
Respiratory organs -- Mathematical models
Electronic books
Alt Author Batzel, Jerry J
Bachar, Mostafa
Kappel, F
Record:   Prev Next