› › Bio Inspired Algorithms And Devices For Treatment Of Cognitive Diseases Using Future Technologies

Bio-Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies

Author : Gupta, Shweta

Publisher : IGI Global

Page : 309 pages

File Size : 17,31 MB

Release : 2022-02-11

Category : Technology & Engineering

ISBN : 179989536X

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Book Description

As there are no proper medical tests available to predict certain diseases such as Alzheimer’s and Parkinson’s at an early stage, there is a need to further study and consider the potential uses of bio- and nature-inspired algorithms and future technologies such as machine learning in correlation to disease detection and treatment. Bio-Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies considers new tools for early detection of cognitive brain diseases using devices and algorithms whose basic concept is taken from nature and discusses design, analysis, and application of various bionics or bio-inspired algorithms. Covering topics such as depression and cognitive science, this publication is an ideal resource for researchers, academicians, industry professionals, psychologists, psychiatrists, nurses, engineers, instructors, and students.



Quality Control Applications in the Pharmaceutical and Medical Device Manufacturing Industry

Author : Carrillo-Cedillo, Eugenia Gabriela

Publisher : IGI Global

Page : 298 pages

File Size : 35,70 MB

Release : 2022-03-18

Category : Technology & Engineering

ISBN : 1799896153

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Book Description

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.



Applications of Artificial Intelligence in Wireless Communication Systems

Author : Kumar, Karan

Publisher : IGI Global

Page : 307 pages

File Size : 46,83 MB

Release : 2023-06-05

Category : Technology & Engineering

ISBN : 166847350X

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Book Description

The application of artificial intelligence technology to 5G wireless communications is now appropriate to address the design of optimized physical layers, complicated decision-making, network management, and resource optimization tasks within networks. In exploring 5G wireless technologies and communication systems, artificial intelligence is a powerful tool and a research topic with numerous potential fields of application that require further study. Applications of Artificial Intelligence in Wireless Communication Systems explores the applications of artificial intelligence for the optimization of wireless communication systems, including channel models, channel state estimation, beamforming, codebook design, signal processing, and more. Covering key topics such as neural networks, deep learning, and wireless systems, this reference work is ideal for computer scientists, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.



Big Data Analytics and Artificial Intelligence in the Healthcare Industry

Author : Machado, José

Publisher : IGI Global

Page : 360 pages

File Size : 19,35 MB

Release : 2022-04-29

Category : Computers

ISBN : 1799891739

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Book Description

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.



Principles and Methods of Explainable Artificial Intelligence in Healthcare

Author : Albuquerque, Victor Hugo C. de

Publisher : IGI Global

Page : 347 pages

File Size : 34,33 MB

Release : 2022-05-20

Category : Computers

ISBN : 1668437929

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Book Description

Explainable artificial intelligence is proficient in operating and analyzing the unconstrainted environment in fields like robotic medicine, robotic treatment, and robotic surgery, which rely on computational vision for analyzing complex situations. Explainable artificial intelligence is a well-structured customizable technology that makes it possible to generate promising unbiased outcomes. The model’s adaptability facilitates the management of heterogeneous healthcare data and the visualization of biological structures through virtual reality. Explainable artificial intelligence has newfound applications in the healthcare industry, such as clinical trial matching, continuous healthcare monitoring, probabilistic evolutions, and evidence-based mechanisms. Principles and Methods of Explainable Artificial Intelligence in Healthcare discusses explainable artificial intelligence and its applications in healthcare, providing a broad overview of state-of-the-art approaches for accurate analysis and diagnosis. The book also encompasses computational vision processing techniques that handle complex data like physiological information, electronic healthcare records, and medical imaging data that assist in earlier prediction. Covering topics such as neural networks and disease detection, this reference work is ideal for industry professionals, practitioners, academicians, researchers, scholars, instructors, and students.



Computational Intelligence and Applications for Pandemics and Healthcare

Author : Kshatri, Sapna Singh

Publisher : IGI Global

Page : 357 pages

File Size : 20,21 MB

Release : 2022-04-08

Category : Computers

ISBN : 1799898334

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Book Description

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.



AI and Blockchain Optimization Techniques in Aerospace Engineering

Author : Vignesh, U.

Publisher : IGI Global

Page : 272 pages

File Size : 29,47 MB

Release : 2024-03-05

Category : Technology & Engineering

ISBN :

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Book Description

The amalgamation of artificial intelligence (AI), optimization techniques, and blockchain is revolutionizing how to conceptualize, design, and operate aerospace systems. While optimization techniques are pivotal in streamlining aerospace processes, security challenges have recently surfaced. AI and Blockchain Optimization Techniques in Aerospace Engineering delves into the transformative impact of technologies on various facets of the aerospace industry, offering a multidimensional solution to overcome security concerns and enhance the overall efficiency of aerospace systems The book explores how machine learning reshapes aerospace systems by automating complex tasks through self/reinforced learning methods. From air traffic data analysis to flight scheduling, geographical information, and navigation, machine learning has become an indispensable tool, offering valuable insights that enhance aerospace operations. Simultaneously, blockchain technology, with its inherent characteristics of decentralization and tamper-proof ledgers, ensures transparency, accountability, and security in transactions, providing an innovative approach to data integrity and system resilience. Designed for technology development professionals, academicians, data scientists, industrial experts, researchers, and students, the book offers a panoramic view of the latest innovations in the field.



Internet of Drones

Author : Saravanan Krishnan

Publisher : CRC Press

Page : 204 pages

File Size : 40,85 MB

Release : 2023-05-15

Category : Technology & Engineering

ISBN : 1000872491

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Book Description

This book covers different aspects of Internet of Drones (IoD) including fundamentals in drone design, deployment challenges, and development of applications. It starts with a detailed description of concepts and processes in designing an efficient system, and architecture. It details different applications of IoD and its implementations in smart cities, agriculture, health care, defense, security, logistics, GIS mapping, and so forth. Recent developments in IoD design, application of AI techniques, case studies, and future directions are covered. Features: Focuses on important perspectives of the Internet of Drones (IoD) Emphasizes drone deployment in smart cities, smart agriculture, smart health care, and 3D mapping Covers challenges in drone design for applications with security and privacy issues Reviews diversified drone applications with real-use cases from modern drone players ranging from start-up companies to big giants in the drone industry Includes different aspects of drone design such as hardware and software architecture, potential applications, and opportunities This book is aimed at researchers and professionals in computer sciences, electronics and communication engineering, and aeronautical engineering.



Bio-Inspired Algorithms and Devices for Treatment of Cognitive Diseases Using Future Technologies

Author : Shweta Gupta

Publisher : Medical Information Science Reference

Page : 300 pages

File Size : 40,9 MB

Release : 2022

Category :

ISBN : 9781799895343

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Book Description

"This book will discuss new tools for early detection of Cognitive Brain Diseases like Depression , Epilepsy , Parkinson's Disease etc. using devices and algorithms whose basic concept is taken from nature in the absence of available proper medical tests, highlighting design , analysis and application of various bionics or bio-inspired based Algorithms or devices that would predict various Cognitive diseases or brain diseases, beforehand through medical tests"--



Bio-Inspired Artificial Intelligence

Author : Dario Floreano

Publisher : MIT Press

Page : 674 pages

File Size : 26,30 MB

Release : 2023-04-04

Category : Computers

ISBN : 0262547732

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Book Description

A comprehensive introduction to new approaches in artificial intelligence and robotics that are inspired by self-organizing biological processes and structures. New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that that are capable of autonomous self-organization. Examples of these new approaches include evolutionary computation and evolutionary electronics, artificial neural networks, immune systems, biorobotics, and swarm intelligence—to mention only a few. This book offers a comprehensive introduction to the emerging field of biologically inspired artificial intelligence that can be used as an upper-level text or as a reference for researchers. Each chapter presents computational approaches inspired by a different biological system; each begins with background information about the biological system and then proceeds to develop computational models that make use of biological concepts. The chapters cover evolutionary computation and electronics; cellular systems; neural systems, including neuromorphic engineering; developmental systems; immune systems; behavioral systems—including several approaches to robotics, including behavior-based, bio-mimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive co-evolving systems. Chapters end with a concluding overview and suggested reading.