Intelligent Systems In Healthcare And Disease Identification Using Data Science
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Intelligent Systems In Healthcare And Disease Identification Using Data Science
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Author : Gururaj H L
language : en
Publisher: CRC Press
Release Date : 2023-10-10
Intelligent Systems In Healthcare And Disease Identification Using Data Science written by Gururaj H L and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-10 with Computers categories.
The health technology has become a hot topic in academic research. It employs the theory of social networks into the different levels of the prediction and analysis and has brought new possibilities for the development of technology. This book is a descriptive summary of challenges and methods using disease identification with various case studies from diverse authors across the globe. One of the new buzzwords in healthcare sector that has become popular over years is health informatics. Healthcare professionals must deal with an increasing number of computers and computer programs in their daily work. With rapid growth of digital data, the role of analytics in healthcare has created a significant impact on healthcare professional’s life. Improvements in storage data, computational power and paral- lelization has also contributed to uptake this technology. This book is intended for use by researchers, health informatics professionals, academicians and undergraduate and postgraduate students interested in knowing more about health informatics. It aims to provide a brief overview about informatics, its history and area of practice, laws in health informatics, challenges and technologies in health informatics, applica- tion of informatics in various sectors and so on. Finally, the research avenues in health informatics along with some case studies are discussed.
Intelligent Systems In Healthcare And Disease Identification Using Data Science
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Author : Gururaj H L
language : en
Publisher: CRC Press
Release Date : 2023-10-10
Intelligent Systems In Healthcare And Disease Identification Using Data Science written by Gururaj H L and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-10 with Computers categories.
Presents several hot research topics which include health informatics, bioinformatics, information retrieval, artificial intelligence, soft computing, data science, big data analytics, Internet of things (IoT), intelligent communication systems, information security, information systems, and software engineering. Comprises of contiguous description of data science in context of disease prediction in human beings along with analysis of Covid-19 data. Offers knowledge on how to analyze data related to health care and apply data science models on it to derive important predictions. Introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. Highlights the importance of immutable property at data collection in health domain.
Artificial Intelligence In Healthcare
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Author : Adam Bohr
language : en
Publisher: Academic Press
Release Date : 2020-06-21
Artificial Intelligence In Healthcare written by Adam Bohr and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-21 with Computers categories.
Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data
Intelligent Business Analytics
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Author : Nitendra Kumar
language : en
Publisher: CRC Press
Release Date : 2025-08-27
Intelligent Business Analytics written by Nitendra Kumar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-27 with Computers categories.
This book explores the transformative role of soft computing methods in increasing business analytics, providing a comprehensive look into how these advanced methods can be applied to complex business data for meaningful insights. Through the integration of neural network, fuzzy logic, genetic algorithms, artificial intelligence, machine learning, deep learning, and other innovative approaches, Intelligent Business Analytics: Harnessing the Power of Soft Computing for Data- Driven Insights presents a roadmap for leveraging computational intelligence in diverse areas of business decision- making. Readers will venture from predictive analytics and customer segmentation to real- time decision support systems and many other applications. Soft computing’s flexibility and applicability in the handling of uncertainty, ambiguity, and dynamic data environments shine throughout the book. Each chapter is created to be a base of theory and, at the same time, provide an applied example, so the book is appropriate for students, researchers, and professionals in the field. This book also discusses where the markets are heading and new applications that are in store for intelligent analytics to create a competitive advantage that also supports sustainable growth. At the end, this book is for those who want to learn more about using data-driven approaches and those who are ready to face the changes of the fast-evolving digital world.
Intelligent System Algorithms And Applications In Science And Technology
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Author : Sunil Pathak
language : en
Publisher: CRC Press
Release Date : 2022-02-03
Intelligent System Algorithms And Applications In Science And Technology written by Sunil Pathak and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-03 with Computers categories.
The 21st century has witnessed massive changes around the world in intelligence systems in order to become smarter, energy efficient, reliable, and cheaper. This volume explores the application of intelligent techniques in various fields of engineering and technology. It addresses diverse topics in such areas as machine learning-based intelligent systems for healthcare, applications of artificial intelligence and the Internet of Things, intelligent data analytics techniques, intelligent network systems and applications, and inequalities and process control systems. The authors explore the full breadth of the field, which encompasses data analysis, image processing, speech processing and recognition, medical science and healthcare monitoring, smart irrigation systems, insurance and banking, robotics and process control, and more.
Cyber Physical Systems Security
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Author : Amitava Choudhury
language : en
Publisher: Springer Nature
Release Date : 2025-02-06
Cyber Physical Systems Security written by Amitava Choudhury and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-06 with Technology & Engineering categories.
This book is a comprehensive and cutting-edge exploration of the complexities surrounding the protection and resilience of cyber-physical systems. It delves into the critical interplay between physical components and computer systems in various domains, such as transportation, health care, manufacturing, and energy systems. The technical content of the book is divided into multiple sections, each meticulously crafted to address the key challenges and methodologies relevant to securing cyber-physical systems. The book examines the current state-of-the-art in cyber-physical systems security, showcasing the latest research findings and theoretical discussions. Key topics include the integration of technologies like IoT, AI, machine learning, and embedded systems within cyber-physical systems, and how security considerations can be effectively woven into these technologies. By adopting a multi-disciplinary approach, this book provides readers with an encompassing view of the subject matter, ensuring that both technical specialists and professionals from diverse backgrounds can benefit from its insights. The book includes practical applications and real-world case studies to illustrate how security methods and models can be successfully deployed in various scenarios. By bridging the gap between theory and practice, this book equips the readers with invaluable tools to address security challenges effectively, ensuring the resilience and reliability of the cyber-physical systems of the future.
Exploration Of Transformative Technologies In Healthcare 6 0
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Author : Kumar, Piyush
language : en
Publisher: IGI Global
Release Date : 2025-03-14
Exploration Of Transformative Technologies In Healthcare 6 0 written by Kumar, Piyush and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-14 with Medical categories.
In recent years, the rapid advancement of technology has revolutionized industries worldwide. Innovations such as artificial intelligence (AI), machine learning, telemedicine, blockchain, and advanced robotics enhance the precision and efficiency of medical practices while democratizing access to care, improving patient outcomes, and reducing costs. Healthcare 6.0 is marked by a shift towards more personalized, data-driven, and patient-centered approaches, challenging traditional models and paving the way for a more inclusive and sustainable healthcare system. Further exploration of the current state of these technologies may reveal their future potential and the ethical and regulatory considerations they bring. Exploration of Transformative Technologies in Healthcare 6.0 explores medical technologies and their integration and effective use in healthcare. It examines how healthcare managers can effectively lead their organizations by embracing technology, focusing on patient-centered care, leveraging data, promoting preventive care, fostering collaboration, and staying abreast of regulatory changes. This book covers topics such as medical devices, blockchain, and smart hospitals, and is a useful resource for medical and healthcare professionals, data scientists, computer engineers, academicians, and researchers.
Recent Trends In Healthcare Innovation
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Author : Gururaj H L
language : en
Publisher: CRC Press
Release Date : 2025-04-18
Recent Trends In Healthcare Innovation written by Gururaj H L and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-18 with Health & Fitness categories.
The proceedings of the Annual International Conference on Recent Trends in Healthcare Innovation (AICRTHI 2024) is a compilation of groundbreaking research and advancements in healthcare technology, artificial intelligence, and collaborative healthcare solutions. It serves as a comprehensive reference guide for emerging trends and challenges in modern healthcare innovation. Drawing on research contributions from experts in academia, industry, and healthcare institutions worldwide, this volume highlights technological breakthroughs in medicine, their implications for patient care, and their potential to reshape the future of global healthcare. It explores collaborative frameworks between technology providers and healthcare practitioners to address pressing healthcare challenges and improve overall public health outcomes. The peer-reviewed papers contained in this book address critical themes in healthcare innovation, with a focus on: integration of artificial intelligence and machine learning in medical diagnostics advancements in telemedicine and wearable technologies innovations in public health and epidemiology sustainable healthcare practices This is a valuable resource for healthcare professionals, researchers, academics, and students specializing in healthcare innovation, biomedical engineering, and public health. It is also ideal for policymakers, technologists, and industry leaders interested in leveraging emerging technologies for enhanced healthcare delivery.
Intelligent Systems And Data Science
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Author : Nguyen Thai-Nghe
language : en
Publisher: Springer Nature
Release Date : 2024-11-07
Intelligent Systems And Data Science written by Nguyen Thai-Nghe and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-07 with Computers categories.
This two-volume set constitutes the refereed proceedings of the Second International Conference, ISDS 2024, held in Nha Trang, Vietnam, during November 9–10, 2024. The 38 full papers and 10 short papers were carefully reviewed and selected from 129 submissions. They were categorized under the topical sections as follows: AI in E-Commerce, Agriculture, and Aquaculture; AI in Health Care Analytics; Big Data, IoT, and Cloud Computing; and Natural Language Processing.
Digital Innovation In Knowledge Management
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Author : Zahurin Mat Aji
language : en
Publisher: Springer Nature
Release Date : 2025-06-14
Digital Innovation In Knowledge Management written by Zahurin Mat Aji and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-14 with Computers categories.
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