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Biomechanics of the musculoskeletal system : modeling of data uncertainty and knowledge / by Tien Tua Dao, Marie-Christine Ho Ba Tho

Author:
Dao, Tien Tuan
Published:
London : Wiley-ISTE, 2014.
Physical Description:
1 online resource
Additional Creators:
Tho, Marie-Christine Ho Ba
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Machine generated contents note: ch. 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 -- ch. 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 -- ch. 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 -- ch. 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 -- ch. 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 -- 5.3.2.Development process of a rule engine -- 5.3.3.Example -- 5.4.Conclusion -- 5.5.Summary -- 5.6.Bibliography.
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ISBN:
9781118930991 (electronic bk.)
1118930991 (electronic bk.)
9781118931004 (electronic bk.)
1118931009 (electronic bk.)
9781848216020
1848216025
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