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Biblioteca

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Biomechanics of the musculoskeletal system : modeling of data uncertainty and knowledge / / Tien Tuan Dao, Marie-Christine Ho Ba Tho
Biomechanics of the musculoskeletal system : modeling of data uncertainty and knowledge / / Tien Tuan Dao, Marie-Christine Ho Ba Tho
Autore Dao Tien Tuan
Pubbl/distr/stampa London ; ; Hoboken, New Jersey : , : ISTE : , : Wiley, , 2014
Descrizione fisica 1 online resource (167 p.)
Disciplina 612.7
Collana Focus Series
Soggetto topico Musculoskeletal system
Musculoskeletal system - Mechanical properties
ISBN 1-118-93101-7
1-118-93099-1
1-118-93100-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Cover; 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
2.1.2. 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
CHAPTER 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
3.5.2. 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
4.3.3. 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
5.3.1. Introduction
Record Nr. UNINA-9910139141303321
Dao Tien Tuan  
London ; ; Hoboken, New Jersey : , : ISTE : , : Wiley, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Biomechanics of the musculoskeletal system : modeling of data uncertainty and knowledge / / Tien Tuan Dao, Marie-Christine Ho Ba Tho
Biomechanics of the musculoskeletal system : modeling of data uncertainty and knowledge / / Tien Tuan Dao, Marie-Christine Ho Ba Tho
Autore Dao Tien Tuan
Pubbl/distr/stampa London ; ; Hoboken, New Jersey : , : ISTE : , : Wiley, , 2014
Descrizione fisica 1 online resource (167 p.)
Disciplina 612.7
Collana Focus Series
Soggetto topico Musculoskeletal system
Musculoskeletal system - Mechanical properties
ISBN 1-118-93101-7
1-118-93099-1
1-118-93100-9
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Cover; 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
2.1.2. 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
CHAPTER 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
3.5.2. 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
4.3.3. 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
5.3.1. Introduction
Record Nr. UNINA-9910825492403321
Dao Tien Tuan  
London ; ; Hoboken, New Jersey : , : ISTE : , : Wiley, , 2014
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui