Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering

Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering
Author :
Publisher : IGI Global
Total Pages : 253
Release :
ISBN-10 : 9781799874348
ISBN-13 : 1799874346
Rating : 4/5 (48 Downloads)

Synopsis Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering by : Singh, Harjit Pal

Each day, novel neuroscientific findings show that researchers are focusing on developing advanced smart hardware designs and intelligent computational models to imitate the human brain’s computational abilities. The advancements in smart materials provide a significant role in inventing intelligent bioelectronic device designs with smart features such as accuracy, low power consumption, and more. These advanced and intelligent computing models through machine and smart deep learning algorithms help to understand the information processing capabilities of the human brain with optimum accuracy. Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering highlights advanced computational models and hardware designs in neurology and integration of mathematical physical, biological, chemical, and engineering models to mimic brain functions; discovers new technological diagnosis techniques; and achieves high accuracy in learning models to better understand the functioning of the human brain. Providing rich information on brain-computer interfacing, gamification in children, and vestibular rehabilitation, this text acts as an essential resource for experts in electrophysiological studies, neurologists, neuro-physiotherapists, neuro-radiologists, intelligent system developers, bio-software and hardware developers, neuro database collectors, electro-physiologists, professors associated with neurology, psychiatrists, engineers, scientists, and students from academia and industry involved in interdisciplinary approaches to neurology.

Computational Intelligence and Applications for Pandemics and Healthcare

Computational Intelligence and Applications for Pandemics and Healthcare
Author :
Publisher : IGI Global
Total Pages : 357
Release :
ISBN-10 : 9781799898337
ISBN-13 : 1799898334
Rating : 4/5 (37 Downloads)

Synopsis Computational Intelligence and Applications for Pandemics and Healthcare by : Kshatri, Sapna Singh

During the COVID-19 pandemic, computational intelligence and computer-aided diagnosis (CAD) systems have supported the effective treatment of the virus. Artificial intelligence (AI) has been playing a significant role in the rapidly emerging healthcare sector in terms of CAD, software algorithms, hardware implementation, and applications in the medical field. Through this, the constraints of the traditional system must be addressed to innovate and shed light on emerging healthcare technologies. Computational Intelligence and Applications for Pandemics and Healthcare explores the state-of-the-art computational intelligence approaches in medical data and classifies existing computational techniques used in medical areas. It discusses the tactics and methods as well as the limitations and performances of computational intelligence applications for healthcare. The constraints of traditional healthcare systems are addressed by using CAD and computationally-intelligent medical data. Covering topics such as cloud-based monitoring systems, detection and diagnosis, and intelligent medical systems, this book is an excellent resource for computer scientists, government officials, medical students, medical professionals, hospitals, researchers, and academicians.

Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines

Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines
Author :
Publisher : IGI Global
Total Pages : 470
Release :
ISBN-10 : 9781668471654
ISBN-13 : 1668471655
Rating : 4/5 (54 Downloads)

Synopsis Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines by : Garcia, Manuel B.

Instructional technologies used to be optional and supplemental pedagogical tools until the global health crisis of 2020 compelled education systems to rely on digital devices and services to guarantee academic continuity. Suddenly, the contemporary principles and practices utilized in delivering health education curricula were insufficient and ineffective. Acknowledging the vital role of technology in shaping the future of education, there is now a greater demand to foster innovative interventions and continuous improvement in strategies, methodologies, and systems to empower learners, educators, and leaders in the digital age. This paradigm shift requires a fundamental transformation in the way we approach teaching and learning, and a willingness to embrace new approaches and tools that can enhance the quality of education and support student success. The Handbook of Research on Instructional Technologies in Health Education and Allied Disciplines provides comprehensive coverage of innovative methods and strategies to produce the next generation of health professionals. The book lays the groundwork for implementable teaching and learning models that facilitate knowledge acquisition, enhance perceptual variation, improve skill coordination, and develop a scientific and technological mindset. Each chapter provides an in-depth examination of instructional technologies contextualized in various medical and health domains, including nursing, physiotherapy, radiology, neurophysiology, physical health, dentistry, clinical medicine, and more. This reference work is a must-read for all stakeholders in health education and related fields, including educators, students, researchers, administrators, and healthcare professionals.

Big Data Analytics and Artificial Intelligence in the Healthcare Industry

Big Data Analytics and Artificial Intelligence in the Healthcare Industry
Author :
Publisher : IGI Global
Total Pages : 360
Release :
ISBN-10 : 9781799891734
ISBN-13 : 1799891739
Rating : 4/5 (34 Downloads)

Synopsis Big Data Analytics and Artificial Intelligence in the Healthcare Industry by : Machado, José

Developing new approaches and reliable enabling technologies in the healthcare industry is needed to enhance our overall quality of life and lead to a healthier, innovative, and secure society. Further study is required to ensure these current technologies, such as big data analytics and artificial intelligence, are utilized to their utmost potential and are appropriately applied to advance society. Big Data Analytics and Artificial Intelligence in the Healthcare Industry discusses technologies and emerging topics regarding reliable and innovative solutions applied to the healthcare industry and considers various applications, challenges, and issues of big data and artificial intelligence for enhancing our quality of life. Covering a range of topics such as electronic health records, machine learning, and e-health, this reference work is ideal for healthcare professionals, computer scientists, data analysts, researchers, practitioners, scholars, academicians, instructors, and students.

Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry

Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry
Author :
Publisher : IGI Global
Total Pages : 298
Release :
ISBN-10 : 9781799896159
ISBN-13 : 1799896153
Rating : 4/5 (59 Downloads)

Synopsis Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry by : Carrillo-Cedillo, Eugenia Gabriela

Quality control in pharmaceutical products and medical devices is vital for users as failing to comply with national and international regulations can lead to accidents that could easily be avoided. For this reason, manufacturing a quality medical product will support patient safety. Microbiologists working in both the pharmaceutical and medical device industries face considerable challenges in keeping abreast of the myriad microbiological references available to them and the continuously evolving regulatory requirements. Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry presents the importance of quality control in pharmaceutical products and medical devices, which must have very high-quality standards to not cause problems to the health of patients. It reinforces and updates the knowledge of analytical, instrumental, and biological methods to demonstrate the correct quality control and good manufacturing practice for pharmaceutical products and medical devices. Covering topics such as pharmaceutical nano systems, machine learning, and software validation, this book is an essential resource for managers, engineers, supervisors, pharmacists, chemists, academicians, and researchers.

Cases on Virtual Reality Modeling in Healthcare

Cases on Virtual Reality Modeling in Healthcare
Author :
Publisher : IGI Global
Total Pages : 308
Release :
ISBN-10 : 9781799887911
ISBN-13 : 179988791X
Rating : 4/5 (11 Downloads)

Synopsis Cases on Virtual Reality Modeling in Healthcare by : Tang, Yuk Ming

Virtual reality (VR) provides immersive stereoscopic visualization of virtual environments, and the visualization effect and computer graphics are critical to enhancing the engagement of participants and achieving optimal education and training effectiveness. Constructing realistic 3D models and scenarios for a specific application of VR simulation is no easy task. There are many different tools for 3D modeling. However, many of the modeling tools are used for manufacturing and product design applications and have advanced features and functions which may not be applicable to different levels of users and various specializations. Cases on Virtual Reality Modeling in Healthcare introduces the use of Blender for VR 3D modeling, demonstrates healthcare applications, and examines potential uses in modeling, dressing, and animation in healthcare. Covering a range of topics such as cross reality, rehabilitation games, and augmented reality, this book is ideal for engineers, industry professionals, practitioners, researchers, academicians, instructors, and students.

Machine Learning for Neuroscience

Machine Learning for Neuroscience
Author :
Publisher : CRC Press
Total Pages : 306
Release :
ISBN-10 : 9781000907124
ISBN-13 : 1000907120
Rating : 4/5 (24 Downloads)

Synopsis Machine Learning for Neuroscience by : Chuck Easttom

This book addresses the growing need for machine learning and data mining in neuroscience. The book offers a basic overview of the neuroscience, machine learning and the required math and programming necessary to develop reliable working models. The material is presented in a easy to follow user-friendly manner and is replete with fully working machine learning code. Machine Learning for Neuroscience: A Systematic Approach, tackles the needs of neuroscience researchers and practitioners that have very little training relevant to machine learning. The first section of the book provides an overview of necessary topics in order to delve into machine learning, including basic linear algebra and Python programming. The second section provides an overview of neuroscience and is directed to the computer science oriented readers. The section covers neuroanatomy and physiology, cellular neuroscience, neurological disorders and computational neuroscience. The third section of the book then delves into how to apply machine learning and data mining to neuroscience and provides coverage of artificial neural networks (ANN), clustering, and anomaly detection. The book contains fully working code examples with downloadable working code. It also contains lab assignments and quizzes, making it appropriate for use as a textbook. The primary audience is neuroscience researchers who need to delve into machine learning, programmers assigned neuroscience related machine learning projects and students studying methods in computational neuroscience.

Handbook of Research on Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering

Handbook of Research on Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering
Author :
Publisher :
Total Pages : 253
Release :
ISBN-10 : OCLC:1289419092
ISBN-13 :
Rating : 4/5 (92 Downloads)

Synopsis Handbook of Research on Futuristic Design and Intelligent Computational Techniques in Neuroscience and Neuroengineering by : Vikas Khullar

This research book include quality chapters on computational models, designs and multidisciplinary approaches for neurological diagnosis and treatment, offering a resource of neurological databases, computational intelligence, brain health informatics, effective analysis of neural functions and technological interventions.

Neural Engineering

Neural Engineering
Author :
Publisher : Springer Science & Business Media
Total Pages : 801
Release :
ISBN-10 : 9781461452270
ISBN-13 : 1461452279
Rating : 4/5 (70 Downloads)

Synopsis Neural Engineering by : Bin He

Neural Engineering, 2nd Edition, contains reviews and discussions of contemporary and relevant topics by leading investigators in the field. It is intended to serve as a textbook at the graduate and advanced undergraduate level in a bioengineering curriculum. This principles and applications approach to neural engineering is essential reading for all academics, biomedical engineers, neuroscientists, neurophysiologists, and industry professionals wishing to take advantage of the latest and greatest in this emerging field.