Artificial Intelligence Based Infrared Thermal Image Processing And Its Applications
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Artificial Intelligence Based Infrared Thermal Image Processing And Its Applications
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Author : U. Snekhalatha
language : en
Publisher: CRC Press
Release Date : 2022-09-28
Artificial Intelligence Based Infrared Thermal Image Processing And Its Applications written by U. Snekhalatha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-28 with Medical categories.
Infrared thermography is a fast and non-invasive technology that provides a map of the temperature distribution on the body’s surface. This book provides a description of designing and developing a computer-assisted diagnosis (CAD) system based on thermography for diagnosing such common ailments as rheumatoid arthritis (RA), diabetes complications, and fever. It also introduces applications of machine-learning and deep-learning methods in the development of CAD systems. Key Features: Covers applications of various image processing techniques in thermal imaging applications for the diagnosis of different medical conditions Describes the development of a computer diagnostics system (CAD) based on thermographic data Discusses deep-learning models for accurate diagnosis of various diseases Includes new aspects in rheumatoid arthritis and diabetes research using advanced analytical tools Reviews application of feature fusion algorithms and feature reduction algorithms for accurate classification of images This book is aimed at researchers and graduate students in biomedical engineering, medicine, image processing, and CAD.
Targeted Cancer Therapy In Biomedical Engineering
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Author : Rishabha Malviya
language : en
Publisher: Springer Nature
Release Date : 2023-04-11
Targeted Cancer Therapy In Biomedical Engineering written by Rishabha Malviya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-11 with Science categories.
This book highlights the role of Biomedical Engineering (BME) used in diagnosis (e.g., body scanners) and treatment (radiation therapy and minimal access surgery in order to prevent various diseases). In recent years, an important progress has been made in the expansion of biomedical microdevices which has a major role in diagnosis and therapy of cancer. When fighting cancer, efficacy and speed are of the utmost importance. A recently developed microfluidic chip has enabled a breakthrough in testing the efficacy of specialized cancer drugs. Effective cancer-targeting therapies will require both passive and active targeting strategies and a thorough understanding of physiologic barriers to targeted drug delivery. Targeted cancer treatments in development and the new combinatorial approaches show promise for improving targeted anticancer drug delivery and improving treatment outcomes. This book discusses the advancements and innovations in the field of BME that improve the diagnosis and treatment of cancer. This book is focused on bioengineering approaches to improve targeted delivery for cancer therapeutics, which include particles, targeting moieties, and stimuli-responsive drug release mechanisms. This book is a useful resource for students, researchers, and professionals in BME and medicine.
Non Invasive And Non Destructive Methods For Food Integrity
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Author : Ana María Jiménez-Carvelo
language : en
Publisher: Springer Nature
Release Date : 2024-12-16
Non Invasive And Non Destructive Methods For Food Integrity written by Ana María Jiménez-Carvelo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Technology & Engineering categories.
There is an increasing need for the food industry to provide information to ensure quality requirements and prevent the food fraud, applying in-situ and on-line technologies for full process control along the food chain. In today's information age, consumers want to be able to have as much information as possible about products quickly and efficiently. Therefore, the rapid detection of indicators that determine food quality and safety risks helps to ensure an effective and comprehensive food sovereignty system. For this purpose, the most powerful and commonly used analytical techniques are liquid or gas chromatography, both coupled to different detection systems. The use of these analytical techniques involves long analysis times and prior procedures of fitness for measuring such as sample pre-treatment, in which the use of reagents and chemical solvents that may be hazardous or harmful to the environment is common. These facts highlight the need for the development of new analytical methods that offer the possibility of rapid, non-invasive, on-site, environmentally friendly analyses that can be carried out along the entire production chain. In addition, recent technological developments and advances in data mining and machine learning offer the opportunity to introduce changes that could transform the role of food integrity. Non-invasive and Non-destructive Methods for Food Integrity is dedicated to describing the fundamentals and applications of existing analytical technologies and the current state of these techniques at industrial level. The text utilizes reported studies and applications, differentiating by particular food and beverage groups, in order to provide a comprehensive and detailed overview of the current state of the art of non-invasive / non-destructive analytical techniques for food quality and integrity. For each technique covered, an introduction is included and thechemical information obtained and why this technology is useful for food analysis. Information on the instrumentation available for the application of each technique in food is also provided, as well as information on data processing, with reference to the treatment of the signal obtained and the use of chemometrics. Applications published in scientific literature are detailed for different categories of similar foods, based on the techniques that are already used for the routine control of food integrity. This book provides guidance for potential users in the food industries and quality control laboratories for choosing which technology to implement based on the type of product and the results to be obtained.
The Proceedings Of 2024 International Conference On Artificial Intelligence And Autonomous Transportation
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Author : Limin Jia
language : en
Publisher: Springer Nature
Release Date : 2025-05-01
The Proceedings Of 2024 International Conference On Artificial Intelligence And Autonomous Transportation written by Limin Jia and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-01 with Technology & Engineering categories.
This book reflects the latest research trends, methods and experimental results in the field of Artificial Intelligence and Autonomous Transportation, which covers abundant state-of-the-art research theories and ideas. As a vital research area that is highly relevant to current developments in a number of technological domains, the topics covered include Autonomous Transportation Systems, Autonomous Transportation Management and Control Technology, Autonomous Transportation Equipment Technology, Vehicular Networking and Information Security, Emerging Technologies and Future Mobility, Intelligent water transportation technology, Cross-Domain Transportation Technology, and so on. The goal of the proceedings is to provide a major interdisciplinary forum for researchers, engineers, academics, and industry professionals to present the most innovative research and development in the field of Artificial Intelligence and Autonomous Transportation. Engineers and researchers from academia, industry, and government will also explore an insight view of the solutions that combine ideas from multiple disciplines in this area. The volumes serve as an excellent reference work for researchers and graduate students working in the areas of rail transportation, electrical engineering, and information technology.
Advances In Soft Computing And Machine Learning In Image Processing
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Author : Aboul Ella Hassanien
language : en
Publisher: Springer
Release Date : 2017-10-13
Advances In Soft Computing And Machine Learning In Image Processing written by Aboul Ella Hassanien and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-13 with Technology & Engineering categories.
This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.
Artificial Intelligence In Biomedical And Modern Healthcare Informatics
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Author : M. A. Ansari
language : en
Publisher: Elsevier
Release Date : 2024-10-03
Artificial Intelligence In Biomedical And Modern Healthcare Informatics written by M. A. Ansari and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-03 with Science categories.
Artificial Intelligence in Biomedical and Modern Healthcare Informatics provides a deeper understanding of the current trends in AI and machine learning within healthcare diagnosis, its practical approach in healthcare, and gives insight into different wearable sensors and its device module to help doctors and their patients in enhanced healthcare system.The primary goal of this book is to detect difficulties and their solutions to medical practitioners for the early detection and prediction of any disease.The 56 chapters in the volume provide beginners and experts in the medical science field with general pictures and detailed descriptions of imaging and signal processing principles and clinical applications.With forefront applications and up-to-date analytical methods, this book captures the interests of colleagues in the medical imaging research field and is a valuable resource for healthcare professionals who wish to understand the principles and applications of signal and image processing and its related technologies in healthcare. - Discusses fundamental and advanced approaches as well as optimization techniques used in AI for healthcare systems - Includes chapters on various established imaging methods as well as emerging methods for skin cancer, brain tumor, epileptic seizures, and kidney diseases - Adopts a bottom-up approach and proposes recent trends in simple manner with the help of real-world examples - Synthesizes the existing international evidence and expert opinions on implementing decommissioning in healthcare - Promotes research in the field of health and hospital management in order to improve the efficiency of healthcare delivery systems
Ai And Machine Learning Paradigms For Health Monitoring System
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Author : Hasmat Malik
language : en
Publisher: Springer Nature
Release Date : 2021-02-14
Ai And Machine Learning Paradigms For Health Monitoring System written by Hasmat Malik and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-14 with Technology & Engineering categories.
This book embodies principles and applications of advanced soft computing approaches in engineering, healthcare and allied domains directed toward the researchers aspiring to learn and apply intelligent data analytics techniques. The first part covers AI, machine learning and data analytics tools and techniques and their applications to the class of several hospital and health real-life problems. In the later part, the applications of AI, ML and data analytics shall be covered over the wide variety of applications in hospital, health, engineering and/or applied sciences such as the clinical services, medical image analysis, management support, quality analysis, bioinformatics, device analysis and operations. The book presents knowledge of experts in the form of chapters with the objective to introduce the theme of intelligent data analytics and discusses associated theoretical applications. At last, it presents simulation codes for the problems included in the book for better understanding for beginners.
Algorithms In Advanced Artificial Intelligence
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Author : R. N. V. Jagan Mohan
language : en
Publisher: CRC Press
Release Date : 2024-07-08
Algorithms In Advanced Artificial Intelligence written by R. N. V. Jagan Mohan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-08 with Computers categories.
The most common form of severe dementia, Alzheimer’s disease (AD), is a cumulative neurological disorder because of the degradation and death of nerve cells in the brain tissue, intelligence steadily declines and most of its activities are compromised in AD. Before diving into the level of AD diagnosis, it is essential to highlight the fundamental differences between conventional machine learning (ML) and deep learning (DL). This work covers a number of photo-preprocessing approaches that aid in learning because image processing is essential for the diagnosis of AD. The most crucial kind of neural network for computer vision used in medical image processing is called a Convolutional Neural Network (CNN). The proposed study will consider facial characteristics, including expressions and eye movements using the diffusion model, as part of CNN’s meticulous approach to Alzheimer’s diagnosis. Convolutional neural networks were used in an effort to sense Alzheimer’s disease in its early stages using a big collection of pictures of facial expressions.
Artificial Intelligence
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Author : Lavanya Sharma
language : en
Publisher: CRC Press
Release Date : 2021-10-28
Artificial Intelligence written by Lavanya Sharma and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-28 with Computers categories.
Artificial Intelligence: Technologies, Applications, and Challenges is an invaluable resource for readers to explore the utilization of Artificial Intelligence, applications, challenges, and its underlying technologies in different applications areas. Using a series of present and future applications, such as indoor-outdoor securities, graphic signal processing, robotic surgery, image processing, character recognition, augmented reality, object detection and tracking, intelligent traffic monitoring, emergency department medical imaging, and many more, this publication will support readers to get deeper knowledge and implementing the tools of Artificial Intelligence. The book offers comprehensive coverage of the most essential topics, including: Rise of the machines and communications to IoT (3G, 5G). Tools and Technologies of Artificial Intelligence Real-time applications of artificial intelligence using machine learning and deep learning. Challenging Issues and Novel Solutions for realistic applications Mining and tracking of motion based object data image processing and analysis into the unified framework to understand both IoT and Artificial Intelligence-based applications. This book will be an ideal resource for IT professionals, researchers, under or post-graduate students, practitioners, and technology developers who are interested in gaining insight to the Artificial Intelligence with deep learning, IoT and machine learning, critical applications domains, technologies, and solutions to handle relevant challenges.
Advances In Urban Construction And Management Engineering
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Author : Young-Jin Cha
language : en
Publisher: CRC Press
Release Date : 2023-02-24
Advances In Urban Construction And Management Engineering written by Young-Jin Cha and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-24 with Technology & Engineering categories.
Advances in Urban Construction and Management Engineering focuses on the research of urban traffic, city engineering, ecological city and management engineering. The proceedings feature the most cutting-edge research directions and achievements related to Urban Construction. Subjects in the proceedings include: • Urban development and construction • Architectural design and urban planning • Logistics and supply chain management • Management engineering The works of this proceedings can promote development of Urban Construction and Management Engineering, resource sharing, flexibility and high efficiency. Thereby, promote scientific information interchange between scholars from the top universities, research centers and high-tech enterprises working all around the world.