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Deep learning to disease prediction on next generation sequencing and biomedical imaging data
  • Language: en
  • Pages: 144
Internet of Things and Data Mining for Modern Engineering and Healthcare Applications
  • Language: en
  • Pages: 280

Internet of Things and Data Mining for Modern Engineering and Healthcare Applications

  • Type: Book
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  • Published: 2022-08-30
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  • Publisher: CRC Press

This book focuses on Internet of Things (IoT) and data mining for modern engineering and healthcare applications, recent technological advancements in microwave engineering and communication, and applicability of newly developed solid-state technologies in biomedical engineering and healthcare for day-to-day applications. The reader will be able to know the recent advancements in microwave engineering, including novel techniques in microwave antenna design and various aspects of microwave propagation. This book aims to showcase various aspects of communication, networking, data mining, computational biology, bioinformatics, biostatistics and machine learning. Day-to-day applicability of mode...

Applied Smart Health Care Informatics
  • Language: en
  • Pages: 228

Applied Smart Health Care Informatics

Applied Smart Health Care Informatics Explores how intelligent systems offer new opportunities for optimizing the acquisition, storage, retrieval, and use of information in healthcare Applied Smart Health Care Informatics explores how health information technology and intelligent systems can be integrated and deployed to enhance healthcare management. Edited and authored by leading experts in the field, this timely volume introduces modern approaches for managing existing data in the healthcare sector by utilizing artificial intelligence (AI), meta-heuristic algorithms, deep learning, the Internet of Things (IoT), and other smart technologies. Detailed chapters review advances in areas inclu...

Artificial Intelligence Technologies for Computational Biology
  • Language: en
  • Pages: 339

Artificial Intelligence Technologies for Computational Biology

  • Type: Book
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  • Published: 2022-11-10
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  • Publisher: CRC Press

This text emphasizes the importance of artificial intelligence techniques in the field of biological computation. It also discusses fundamental principles that can be applied beyond bio-inspired computing. It comprehensively covers important topics including data integration, data mining, machine learning, genetic algorithms, evolutionary computation, evolved neural networks, nature-inspired algorithms, and protein structure alignment. The text covers the application of evolutionary computations for fractal visualization of sequence data, artificial intelligence, and automatic image interpretation in modern biological systems. The text is primarily written for graduate students and academic ...

Healthcare Services in the Metaverse
  • Language: en
  • Pages: 241

Healthcare Services in the Metaverse

  • Type: Book
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  • Published: 2024-05-02
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  • Publisher: CRC Press

This book focuses on game theory approaches utilized on various domains viz., IoT, blockchain and their applications to biomedical and healthcare services. The book bridges the gap between radiologists and Artificial Intelligence (AI)-driven automated systems by investigating various techniques such as game theoretic approach, blockchain technology basically utilized for security, and IoT applied on metaverse. Healthcare Services in the Metaverse: Game Theory, AI, IoT, and Blockchain, identifies the potential areas where game theory and block chain techniques can be harnessed in the metaverse. The book discusses the integration of virtual reality (VR) with augmented reality to identify the n...

Measurements and Instrumentation for Machine Vision
  • Language: en
  • Pages: 466

Measurements and Instrumentation for Machine Vision

  • Type: Book
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  • Published: 2024-06-26
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  • Publisher: CRC Press

A comprehensive reference book that addresses the field of machine vision and its significance in cyber-physical systems. It explores the multidisciplinary nature of machine vision, involving electronic and mechatronic devices, artificial intelligence algorithms, embedded systems, control systems, robotics, interconnectivity, data science, and cloud computing. The book aims to provide advanced students, early career researchers, and established scholars with state-of-the-art knowledge and novel content related to the implementation of machine vision in engineering, scientific knowledge, and technological innovation. The chapters of the book delve into various topics and applications within t...

DeepFakes
  • Language: en
  • Pages: 151

DeepFakes

  • Type: Book
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  • Published: 2022-09-08
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  • Publisher: CRC Press

Deepfakes is a synthetic media that leverage powerful Artificial Intelligence (AI) and machine learning (ML) techniques to generate fake visual and audio content that are extremely realistic, thus making it very hard for a human to distinguish from the original ones. Apart from technological introduction to the Deepfakes concept, the book details algorithms to detect Deepfakes, techniques for identifying manipulated content and identifying face swap, generative adversarial neural networks, media forensic techniques, deep learning architectures, forensic analysis of DeepFakes and so forth. Provides a technical introduction to DeepFakes, its benefits, and the potential harms Presents practical...

Advances on P2P, Parallel, Grid, Cloud and Internet Computing
  • Language: en
  • Pages: 963

Advances on P2P, Parallel, Grid, Cloud and Internet Computing

This book presents the latest research findings, innovative research results, methods and development techniques related to P2P, grid, cloud and Internet computing from both theoretical and practical perspectives. It also reveals the synergies among such large-scale computing paradigms. P2P, grid, cloud and Internet computing technologies have rapidly become established as breakthrough paradigms for solving complex problems by enabling aggregation and sharing of an increasing variety of distributed computational resources at large scale. Grid computing originated as a paradigm for high-performance computing, as an alternative to expensive supercomputers through different forms of large-scale...

Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering
  • Language: en
  • Pages: 537

Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering

This book presents various computational and cognitive modeling approaches in the areas of health, education, finance, environment, engineering, commerce, and industry. It is a collection of selected conference papers presented at the 4th International Conference on Trends in Cognitive Computation Engineering (TCCE 2022), hosted by Mawlana Bhashani Science and Technology University, Tangail, Bangladesh, during December 17–18, 2022. It shares cutting-edge insights and ideas from mathematicians, engineers, scientists, and researchers and discusses fresh perspectives on problem solving in a range of research areas.

Proceedings of Trends in Electronics and Health Informatics
  • Language: en
  • Pages: 506

Proceedings of Trends in Electronics and Health Informatics

This book includes selected peer-reviewed papers presented at the International Conference on Trends in Electronics and Health Informatics (TEHI 2022), held at University of Puebla, Puebla, México, during December 7–9, 2022. The book is broadly divided into five sections—artificial intelligence and soft computing, healthcare informatics, Internet of things and data analytics, electronics, and communications.