Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models

Written By Jorge Garza Ulloa
Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models
  • Publsiher : Academic Press
  • Release : 15 August 2021
  • ISBN : 9780128207185
  • Pages : 332 pages
  • Rating : /5 from reviews
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Download or read book entitled Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models by author: Jorge Garza Ulloa which was release on 15 August 2021 and published by Academic Press with total page 332 pages . This book available in PDF, EPUB and Kindle Format. Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models focuses on the relationship between three different multidisciplinary branches of engineering: Biomedical Engineering, Cognitive Science and Computer Science through Artificial Intelligence models. These models will be used to study how the nervous system and musculoskeletal system obey movement orders from the brain, as well as the mental processes of the information during cognition when injuries and neurologic diseases are present in the human body. The interaction between these three areas are studied in this book with the objective of obtaining AI models on injuries and neurologic diseases of the human body, studying diseases of the brain, spine and the nerves that connect them with the musculoskeletal system. There are more than 600 diseases of the nervous system, including brain tumors, epilepsy, Parkinson's disease, stroke, and many others. These diseases affect the human cognitive system that sends orders from the central nervous system (CNS) through the peripheral nervous systems (PNS) to do tasks using the musculoskeletal system. These actions can be detected by many Bioinstruments (Biomedical Instruments) and cognitive device data, allowing us to apply AI using Machine Learning-Deep Learning-Cognitive Computing models through algorithms to analyze, detect, classify, and forecast the process of various illnesses, diseases, and injuries of the human body. Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models provides readers with the study of injuries, illness, and neurological diseases of the human body through Artificial Intelligence using Machine Learning (ML), Deep Learning (DL) and Cognitive Computing (CC) models based on algorithms developed with MATLAB® and IBM Watson®. Provides an introduction to Cognitive science, cognitive computing and human cognitive relation to help in the solution of AI Biomedical engineering problems. Explain different Artificial Intelligence (AI) including evolutionary algorithms to emulate natural evolution, reinforced learning, Artificial Neural Network (ANN) type and cognitive learning and to obtain many AI models for Biomedical Engineering problems. Includes coverage of the evolution Artificial Intelligence through Machine Learning (ML), Deep Learning (DL), Cognitive Computing (CC) using MATLAB® as a programming language with many add-on MATLAB® toolboxes, and AI based commercial products cloud services as: IBM (Cognitive Computing, IBM Watson®, IBM Watson Studio®, IBM Watson Studio Visual Recognition®), and others. Provides the necessary tools to accelerate obtaining results for the analysis of injuries, illness, and neurologic diseases that can be detected through the static, kinetics and kinematics, and natural body language data and medical imaging techniques applying AI using ML-DL-CC algorithms with the objective of obtaining appropriate conclusions to create solutions that improve the quality of life of patients. ~ Provides an introduction to Cognitive science, cognitive computing and human cognitive relation to help in the solution of AI Biomedical engineering problems. Explain different Artificial Intelligence (AI) including evolutionary algorithms to emulate natural evolution, reinforced learning, Artificial Neural Network (ANN) type and cognitive learning and to obtain many AI models for Biomedical Engineering problems. Includes coverage of the evolution Artificial Intelligence through Machine Learning (ML), Deep Learning (DL), Cognitive Computing (CC) using MATLAB® as a programming language with many add-on MATLAB® toolboxes, and AI based commercial products cloud services as: IBM (Cognitive Computing, IBM Watson®, IBM Watson Studio®, IBM Watson Studio Visual Recognition®), and others. Provides the necessary tools to accelerate obtaining results for the analysis of injuries, illness, and neurologic diseases that can be detected through the static, kinetics and kinematics, and natural body language data and medical imaging techniques applying AI using ML-DL-CC algorithms with the objective of obtaining appropriate conclusions to create solutions that improve the quality of life of patients.

Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models

Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models
  • Author : Jorge Garza Ulloa
  • Publisher : Academic Press
  • Release Date : 2021-08-15
  • Total pages : 332
  • ISBN : 9780128207185
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Summary : Applied Biomedical Engineering Using Artificial Intelligence and Cognitive Models focuses on the relationship between three different multidisciplinary branches of engineering: Biomedical Engineering, Cognitive Science and Computer Science through Artificial Intelligence models. These models will be used to study how the nervous system and musculoskeletal system obey movement orders from the ...

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  • Publisher : Academic Press
  • Release Date : 2019-06-14
  • Total pages : 379
  • ISBN : 9780128207185
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Summary : Internet of Things in Biomedical Engineering presents the most current research in Internet of Things (IoT) applications for clinical patient monitoring and treatment. The book takes a systems-level approach for both human-factors and the technical aspects of networking, databases and privacy. Sections delve into the latest advances and cutting-edge technologies, ...

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  • Publisher : BoD – Books on Demand
  • Release Date : 2011-08-23
  • Total pages : 514
  • ISBN : 9780128207185
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Summary : This book presents a collection of recent and extended academic works in selected topics of biomedical technology, biomedical instrumentations, biomedical signal processing and bio-imaging. This wide range of topics provide a valuable update to researchers in the multidisciplinary area of biomedical engineering and an interesting introduction for engineers new to ...

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  • Publisher : Springer Science & Business Media
  • Release Date : 2000-02-15
  • Total pages : 212
  • ISBN : 9780128207185
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Summary : Read online Biomedical Engineering Handbook 2 written by Joseph D. Bronzino, published by Springer Science & Business Media which was released on 2000-02-15. Download full Biomedical Engineering Handbook 2 Books now! Available in PDF, ePub and Kindle....

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  • Author : Peterson's
  • Publisher : Peterson's
  • Release Date : 2012-03-09
  • Total pages : 860
  • ISBN : 9780128207185
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Summary : Peterson's Graduate Programs in Engineering & Applied Sciences 2012 contains a wealth of information on accredited institutions offering graduate degree programs in these fields. Up-to-date data, collected through Peterson's Annual Survey of Graduate and Professional Institutions, provides valuable information on degree offerings, professional accreditation, jointly offered degrees, part-time and evening/weekend programs, ...

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  • Publisher : John Wiley & Sons
  • Release Date : 2017-09-18
  • Total pages : 584
  • ISBN : 9780128207185
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Summary : A comprehensive Introduction to the world of brain and behavior computational models This book provides a broad collection of articles covering different aspects of computational modeling efforts in psychology and neuroscience. Specifically, it discusses models that span different brain regions (hippocampus, amygdala, basal ganglia, visual cortex), different species (humans, rats, ...

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  • Author : Sun I. Kim,Tae S. Suh
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-05-07
  • Total pages : 586
  • ISBN : 9780128207185
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Summary : These proceedings of the World Congress 2006, the fourteenth conference in this series, offer a strong scientific program covering a wide range of issues and challenges which are currently present in Medical physics and Biomedical Engineering. About 2,500 peer reviewed contributions are presented in a six volume book, comprising 25 tracks, joint conferences ...

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  • Publisher : Springer
  • Release Date : 2013-12-12
  • Total pages : 672
  • ISBN : 9780128207185
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Summary : The two-volume set LNCS 8297 and LNCS 8298 constitutes the proceedings of the 4th International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2013, held in Chennai, India, in December 2013. The total of 123 papers presented in this volume was carefully reviewed and selected for inclusion in the proceedings. They cover cutting-edge research on ...

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  • Author : Garcia-Rodriguez, Jose
  • Publisher : IGI Global
  • Release Date : 2012-12-31
  • Total pages : 535
  • ISBN : 9780128207185
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Summary : Robotic systems consist of object or scene recognition, vision-based motion control, vision-based mapping, and dense range sensing, and are used for identification and navigation. As these computer vision and robotic connections continue to develop, the benefits of vision technology including savings, improved quality, reliability, safety, and productivity are revealed. Robotic ...

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  • Author : Ignacio Rojas,Francisco Ortuño
  • Publisher : Springer
  • Release Date : 2017-03-30
  • Total pages : 741
  • ISBN : 9780128207185
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Summary : This two volume set LNBI 10208 and LNBI 10209 constitutes the proceedings of the 5th International Work-Conference on Bioinformatics and Biomedical Engineering, IWBBIO 2017, held in Granada, Spain, in April 2017. The 122 papers presented were carefully reviewed and selected from 309 submissions. The scope of the conference spans the following areas: advances in computational intelligence ...

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  • Publisher : Springer
  • Release Date : 2017-12-22
  • Total pages : 112
  • ISBN : 9780128207185
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Summary : This book presents interdisciplinary research on cognition, mind and behavior from an information processing perspective. It includes chapters on Artificial Intelligence, Decision Support Systems, Machine Learning, Data Mining and Support Vector Machines, chiefly with regard to the data obtained and analyzed in Medical Informatics, Bioinformatics and related disciplines. The book ...

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  • Author : David A. Jaffray
  • Publisher : Springer
  • Release Date : 2015-07-13
  • Total pages : 1778
  • ISBN : 9780128207185
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Summary : This book presents the proceedings of the IUPESM World Biomedical Engineering and Medical Physics, a tri-annual high-level policy meeting dedicated exclusively to furthering the role of biomedical engineering and medical physics in medicine. The book offers papers about emerging issues related to the development and sustainability of the role and ...

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  • Publisher : IGI Global
  • Release Date : 2018-03-31
  • Total pages : 381
  • ISBN : 9780128207185
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Summary : Technological tools and computational techniques have enhanced the healthcare industry. These advancements have led to significant progress and novel opportunities for biomedical engineering. Nature-Inspired Intelligent Techniques for Solving Biomedical Engineering Problems is a pivotal reference source for emerging scholarly research on trends and techniques in the utilization of nature-inspired approaches ...

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  • Publisher : Springer
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  • Total pages : 709
  • ISBN : 9780128207185
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Summary : This book constitutes the refereed proceedings of the 9th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2013, held in Paphos, Cyprus, in September/October 2013. The 26 revised full papers presented together with a keynote speech at the main event and 44 papers of 8 collocated workshops were carefully reviewed and ...

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  • Release Date : 2013-05-23
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  • ISBN : 9780128207185
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Summary : The Oxford Handbook of Thinking and Reasoning brings together the contributions of many of the leading researchers in thinking and reasoning to create the most comprehensive overview of research on thinking and reasoning that has ever been available....