LEADER 05562nam 2200685 450 001 9910139141303321 005 20230803221354.0 010 $a1-118-93101-7 010 $a1-118-93099-1 010 $a1-118-93100-9 035 $a(CKB)2550000001298108 035 $a(EBL)1688023 035 $a(SSID)ssj0001236063 035 $a(PQKBManifestationID)11710956 035 $a(PQKBTitleCode)TC0001236063 035 $a(PQKBWorkID)11232375 035 $a(PQKB)10308975 035 $a(MiAaPQ)EBC1688023 035 $a(Au-PeEL)EBL1688023 035 $a(CaPaEBR)ebr10870260 035 $a(CaONFJC)MIL608526 035 $a(OCoLC)879947442 035 $a(EXLCZ)992550000001298108 100 $a20140927h20142014 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt 182 $cc 183 $acr 200 10$aBiomechanics of the musculoskeletal system $emodeling of data uncertainty and knowledge /$fTien Tuan Dao, Marie-Christine Ho Ba Tho 210 1$aLondon ;$aHoboken, New Jersey :$cISTE :$cWiley,$d2014. 210 4$dİ2014 215 $a1 online resource (167 p.) 225 1 $aFocus Series 300 $aDescription based upon print version of record. 311 $a1-84821-602-5 311 $a1-306-77275-3 320 $aIncludes bibliographical references and index. 327 $aCover; Title Page; Copyright; Contents; Preface; CHAPTER 1. BIOMECHANICS OF THE MUSCULOSKELETAL SYSTEM; 1.1. Biomechanics and its applications; 1.1.1. Introduction; 1.1.2. Applications in biomechanics; 1.2. Biomechanics of the musculoskeletal system: current knowledge; 1.2.1. Introduction; 1.2.2. Rigid multi-body musculoskeletal modeling; 1.3. Challenges and perspectives of rigid multi-body musculoskeletal models; 1.4. Summary; 1.5. Bibliography; CHAPTER 2. MODELING OF BIOMECHANICAL DATA UNCERTAINTY; 2.1. Introduction of biomechanical data and their uncertainties; 2.1.1. Biomechanical data 327 $a2.1.2. Measuring chains of biomechanical data 2.1.3. Data uncertainty; 2.1.4. Biomechanical data uncertainty types and sources; 2.2. Biomechanical data uncertainty modeling; 2.2.1. Uncertainty representation; 2.2.2. Uncertainty modeling; 2.3. Biomechanical data uncertainty propagation; 2.3.1. Forward and backward uncertainty propagation; 2.3.2. Independent and dependent parameters; 2.3.3. Monte Carlo simulation; 2.3.4. Copula-based Monte Carlo simulation; 2.3.5. Example of uncertainty propagation through a physical law; 2.4. Conclusions and perspectives; 2.5. Summary; 2.6. Bibliography 327 $aCHAPTER 3. KNOWLEDGE MODELING IN BIOMECHANICS OF THE MUSCULOSKELETAL SYSTEM 3.1. Knowledge modeling in Biomechanics; 3.1.1. Introduction; 3.1.2. Clinical benefits; 3.2. Knowledge representation; 3.2.1. Web Ontology Language; 3.2.2. Production rule; 3.3. Knowledge reasoning; 3.3.1. Forward chaining; 3.3.2. Backward chaining; 3.4. Conventional and advanced knowledge discovery methods; 3.4.1. Knowledge discovery in databases; 3.4.2. Decision tree and belief decision tree; 3.4.3. Artificial neural network; 3.4.4. Support vector machine; 3.5. CDS system; 3.5.1. Expert system 327 $a3.5.2. Knowledge-based system 3.5.3. System of systems; 3.6. Conclusions; 3.7. Summary; 3.8. Bibliography; CHAPTER 4. CLINICAL APPLICATIONS OF BIOMECHANICAL AND KNOWLEDGE-BASED MODELS; 4.1. Patient-specific musculoskeletal model: effect of the orthosis; 4.1.1. Introduction; 4.1.2. Materials and methods; 4.1.3. Results; 4.1.4. Discussion; 4.2. Computational musculoskeletal ontological model; 4.2.1. Introduction; 4.2.2. Materials and methods; 4.2.3. Results; 4.2.4. Discussion; 4.3. Predictive models of the pathologies of the lower limbs; 4.3.1. Introduction; 4.3.2. Materials and methods 327 $a4.3.3. Results 4.3.4. Discussion; 4.4. Conclusions; 4.5. Summary; 4.6. Bibliography; CHAPTER 5. SOFTWARE AND TOOLS FOR KNOWLEDGE MODELING AND REASONING/INFERENCE; 5.1. Open source and commercial knowledge modeling software and tools; 5.1.1. Open source; 5.1.2. List of open source software and tools for knowledge modeling; 5.1.3. List of commercial software and tools for knowledge modeling; 5.2. Protege: ontology editor and knowledge-based framework; 5.2.1. Introduction; 5.2.2. Ontology development methodology; 5.2.3. Bio-ontology example; 5.3. JESS: reasoning and inference library 327 $a5.3.1. Introduction 330 $aThe topic of this book is the modeling of data uncertainty and knowledge for a health engineering problem such as the biomechanics of the musculoskeletal system. This is the first book on this subject. It begins with the state of the art in related topics such as data uncertainty, knowledge modeling, and the biomechanics of the musculoskeletal system, followed by fundamental and theoretical aspects of this field. Clinically relevant applications of musculoskeletal system modeling are then introduced. The book finishes with a chapter on practical software and tools for knowledge modeling and 410 0$aFocus series (London, England) 606 $aMusculoskeletal system 606 $aMusculoskeletal system$xMechanical properties 615 0$aMusculoskeletal system. 615 0$aMusculoskeletal system$xMechanical properties. 676 $a612.7 700 $aDao$b Tien Tuan$0869517 702 $aTho$b Marie-Christine Ho Ba 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910139141303321 996 $aBiomechanics of the musculoskeletal system$91941347 997 $aUNINA