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Biomechanics of the Musculoskeletal System : Modeling of Data Uncertainty and Knowledge.
The 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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken :
Wiley,
2014.
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| Colección: | FOCUS Series.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000Mi 4500 | ||
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| 003 | OCoLC | ||
| 005 | 20240329122006.0 | ||
| 006 | m o d | ||
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| 049 | |a UAMI | ||
| 100 | 1 | |a Dao, Tien Tuan. | |
| 245 | 1 | 0 | |a Biomechanics of the Musculoskeletal System : |b Modeling of Data Uncertainty and Knowledge. |
| 260 | |a Hoboken : |b Wiley, |c 2014. | ||
| 300 | |a 1 online resource (167 pages). | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a FOCUS Series | |
| 588 | 0 | |a Print version record. | |
| 520 | |a The 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 r. | ||
| 505 | 0 | |a 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. | |
| 505 | 8 | |a 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. | |
| 505 | 8 | |a 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. | |
| 505 | 8 | |a 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. | |
| 505 | 8 | |a 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. | |
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Musculoskeletal system. | |
| 650 | 0 | |a Musculoskeletal system |x Mechanical properties. | |
| 650 | 0 | |a Biological models. | |
| 650 | 1 | 2 | |a Biomechanical Phenomena |
| 650 | 1 | 2 | |a Musculoskeletal System |
| 650 | 2 | 2 | |a Models, Biological |
| 650 | 6 | |a Appareil locomoteur. | |
| 650 | 6 | |a Appareil locomoteur |x Propriétés mécaniques. | |
| 650 | 6 | |a Modèles biologiques. | |
| 650 | 7 | |a Biological models |2 fast | |
| 650 | 7 | |a Musculoskeletal system |2 fast | |
| 650 | 7 | |a Musculoskeletal system |x Mechanical properties |2 fast | |
| 700 | 1 | |a Tho, Marie-Christine Ho Ba. | |
| 758 | |i has work: |a Biomechanics of the Musculoskeletal System (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGpH7PKBwtt7HcrxmJ6K7d |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
| 776 | 0 | 8 | |i Print version: |z 9781848216020 |
| 830 | 0 | |a FOCUS Series. | |
| 856 | 4 | 0 | |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=1688023 |z Texto completo |
| 938 | |a ebrary |b EBRY |n ebr10870260 | ||
| 994 | |a 92 |b IZTAP | ||