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5G IoT and Edge Computing for Smart Healthcare addresses the
importance of a 5G IoT and Edge-Cognitive-Computing-based system
for the successful implementation and realization of a
smart-healthcare system. The book provides insights on 5G
technologies, along with intelligent processing
algorithms/processors that have been adopted for processing the
medical data that would assist in addressing the challenges in
computer-aided diagnosis and clinical risk analysis on a real-time
basis. Each chapter is self-sufficient, solving real-time problems
through novel approaches that help the audience acquire the right
knowledge. With the progressive development of medical and
communication - computer technologies, the healthcare system has
seen a tremendous opportunity to support the demand of today's new
requirements.
This book experiences the future of patient-centered healthcare and
dives into the latest advancements and transformative technologies
that are revolutionizing the well-being of individuals around the
globe. The readers can join authors on an engaging journey as the
authors explore the captivating realm of ambient assisted living
and unlock its immense potential for improving healthcare outcomes.
This book goes beyond mere exploration; it invites readers to
embark on a voyage of discovery as authors unveil the outcomes of
groundbreaking research ideas. With a diverse range of
applications, from deep learning in healthcare to cutting-edge
models, the authors offer a comprehensive view of the opportunities
and challenges that lie ahead. Whether you're a healthcare
professional, an academic seeking the latest insights, or a
researcher delving into the realms of ambient assistive technology,
biomedical engineering, or computational intelligence, this book is
an invaluable resource. Additionally, postgraduate students
pursuing data engineering systems find it to be an essential guide.
Each chapter stands independently, providing a comprehensive
overview of problem formulation and its tangible outcomes. The
readers can immerse themselves in the world of patient-centered
healthcare today and become part of the forefront of innovation.
The healthcare industry is predominantly moving towards affordable,
accessible, and quality health care. All organizations are striving
to build communication compatibility among the wide range of
devices that have operated independently. Recent developments in
electronic devices have boosted the research in the medical imaging
field. It incorporates several medical imaging techniques and
achieves an important goal for health improvement all over the
world. Despite the significant advances in high-resolution medical
instruments, physicians cannot always obtain the full amount of
information directly from the equipment outputs, and a large amount
of data cannot be easily exploited without a computer. Machine
Learning and AI Techniques in Interactive Medical Image Analysis
discusses how clinical efficiency can be improved by investigating
the different types of intelligent techniques and systems to get
more reliable and accurate diagnostic conclusions. This book
further introduces segmentation techniques to locate suspicious
areas in medical images and increase the segmentation accuracy.
Covering topics such as computer-aided detection, intelligent
techniques, and machine learning, this premier reference source is
a dynamic resource for IT specialists, computer scientists,
diagnosticians, imaging specialists, medical professionals,
hospital administrators, medical students, medical technicians,
librarians, researchers, and academicians.
This book presents best selected research papers presented at the
4th International Conference on Cognitive Informatics and Soft
Computing (CISC 2021), held at Balasore College of Engineering
& Technology, Balasore, Odisha, India, from 21-22 August 2021.
It highlights, in particular, innovative research in the fields of
cognitive informatics, cognitive computing, computational
intelligence, advanced computing, and hybrid intelligent models and
applications. New algorithms and methods in a variety of fields are
presented, together with solution-based approaches. The topics
addressed include various theoretical aspects and applications of
computer science, artificial intelligence, cybernetics, automation
control theory, and software engineering.
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