A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders
➤ Gửi thông báo lỗi ⚠️ Báo cáo tài liệu vi phạmNội dung chi tiết: A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders
A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders
A NONLINEAR STOCHASTIC DYNAMIC SYSTEMS .APPROACHFOR PERSONALIZED PROGNOSTICS OF CARDIORESPIRATORYDISORDERSByTRƯNG QƯOC LEBachelor of EngineeringVietna A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders am National University-Flo Chi Minh City University of Technology Ho Chi Miilh City. Vietnam2006Submitted to the Faculty of the Graduate College of the Oklahoma State University in particular fulfillment of the requirements for the Degree ofDOCTOR OF PHILOSOPHY July. 2013A NONLINEAR STOC HASTIC DYNA A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders MIC SYSTEMS APPROACHFOR PERSONALIZED PROGNOSTICS OF CARDIORESPIRATORYDISORDERSD issertat ion Appi o ved:______________Dr. Satish T. s. Bnkkapatnam____A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders
__Dissertation AdviserDr William J. KolaiikDr. Zlienyn (Janies) KongDr. Martin Hagan11ACKNOWLEDGMENTS1 would like to show my sincere gratitude to my aA NONLINEAR STOCHASTIC DYNAMIC SYSTEMS .APPROACHFOR PERSONALIZED PROGNOSTICS OF CARDIORESPIRATORYDISORDERSByTRƯNG QƯOC LEBachelor of EngineeringVietna A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders uld like to show my deepest appreciation to my co-advisor Dr. Ranga Komanduri who passed away. This dissertation is dedicated to my loud memory of him.Ĩ also want to thank committee member Dr. Kolarik for introducing me to the real-time prognostics and risk analysis concepts. I would like to express A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders my gratitude to Dr. Kong for teaching me reliability analysis and to Dr. Hagan for teaching me system identification, neural networks, and estimationA nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders
theory. My appreciation goes to Di. Bruce Benjamin and Dr. Biek Wilkins foi introducing me to the physiology of the cardiovascular system.Big thanks A NONLINEAR STOCHASTIC DYNAMIC SYSTEMS .APPROACHFOR PERSONALIZED PROGNOSTICS OF CARDIORESPIRATORYDISORDERSByTRƯNG QƯOC LEBachelor of EngineeringVietna A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders 52 and Grant CMMI-0830023. the Vietnam Education Foundation, and the AT&T Professorship for their financial support.Heart fell appreciation is owed to my wile Allh Tran, and my son Minh I.e for their continuous support, motivation, and sympathy during my Ph.D.Finally, Ĩ would like to dedicate this d A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders issertation Io my dear parents for their sacrifices, encouragement, and affection.IllAcknowledgements reflect the views of the author and are not endoA nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders
rsed by committee members or Oklahoma State University.Name: TRƯNG Qưoc LEDate of Degree: JULY. 2013Title of Study: A NONLINEAR STOCHASTIC DYNAMIC SYSA NONLINEAR STOCHASTIC DYNAMIC SYSTEMS .APPROACHFOR PERSONALIZED PROGNOSTICS OF CARDIORESPIRATORYDISORDERSByTRƯNG QƯOC LEBachelor of EngineeringVietna A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders nvestigates an approach rooted in nonlinear stochastic dynamic systems principles for personalized prognostics of cardiorespiratory disorders in the emerging point-of-care (POC) treatment contexts. Such an approach necessitates new methods for (a) quantitative and per sonalized modeling of under lyi A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders ng cardiovascular system dynamics to serve as a Virtual instrument to derive surrogate (hemodynamic) signals, (b) high-specificity diagnostics to idenA nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders
tify and localize disorders, (c) real-time pl edict ion to provide forecasts of impending disorder episodes, and (d) personalized prognosis of the shoA NONLINEAR STOCHASTIC DYNAMIC SYSTEMS .APPROACHFOR PERSONALIZED PROGNOSTICS OF CARDIORESPIRATORYDISORDERSByTRƯNG QƯOC LEBachelor of EngineeringVietna A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders t of an anomaly episode. The specific contributions of the dissertation woik are as follows:1 Quantitative modeling for real-time synthesis of hemodynamic signals. Features extracted from ECG signals were used to construct atrioventricular excitation inputs to a nonlinear deterministic lumped parame A nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders ter model of cardiovascular system dynamics The model-derived hemodynamic signals, personalized to an individual's physiological and anatomical conditA nonlinear stochastic dynamic systems approach for personalized prognostics of cardiorespiratory disorders
ions, would lead to cost-effective virtual medical instruments necessary for personalized POC prognostics.A NONLINEAR STOCHASTIC DYNAMIC SYSTEMS .APPROACHFOR PERSONALIZED PROGNOSTICS OF CARDIORESPIRATORYDISORDERSByTRƯNG QƯOC LEBachelor of EngineeringVietnaA NONLINEAR STOCHASTIC DYNAMIC SYSTEMS .APPROACHFOR PERSONALIZED PROGNOSTICS OF CARDIORESPIRATORYDISORDERSByTRƯNG QƯOC LEBachelor of EngineeringVietnaGọi ngay
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