Methodology Models And Algorithms In Thermographic Diagnostics

Author : Jozef Živčák,Radovan Hudák,Ladislav Madarász,Imre J. Rudas
Publisher : Springer Science & Business Media
Page : 222 pages
File Size : 55,8 Mb
Release : 2013-06-12
Category : Technology & Engineering
ISBN : 9783642383793

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Methodology, Models and Algorithms in Thermographic Diagnostics by Jozef Živčák,Radovan Hudák,Ladislav Madarász,Imre J. Rudas Pdf

This book presents the methodology and techniques of thermographic applications with focus primarily on medical thermography implemented for parametrizing the diagnostics of the human body. The first part of the book describes the basics of infrared thermography, the possibilities of thermographic diagnostics and the physical nature of thermography. The second half includes tools of intelligent engineering applied for the solving of selected applications and projects. Thermographic diagnostics was applied to problematics of paraplegia and tetraplegia and carpal tunnel syndrome (CTS). The results of the research activities were created with the cooperation of the four projects within the Ministry of Education, Science, Research and Sport of the Slovak Republic entitled Digital control of complex systems with two degrees of freedom, Progressive methods of education in the area of control and modeling of complex object oriented systems on aircraft turbocompressor engines, Center for research of control of technical, environmental and human risks for permanent development of production and products in mechanical engineering and Research of new diagnostic methods in invasive implantology.

Author : Jozef IV Ak,Radovan Hudak,Ladislav Madarasz
Publisher : Unknown
Page : 236 pages
File Size : 45,6 Mb
Release : 2013-06-30
Category : Electronic
ISBN : 3642383807

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Methodology, Models and Algorithms in Thermographic Diagnostics by Jozef IV Ak,Radovan Hudak,Ladislav Madarasz Pdf

Author : Lucio Tommaso De Paolis,Antonio Mongelli
Publisher : Springer
Page : 517 pages
File Size : 50,8 Mb
Release : 2016-06-10
Category : Computers
ISBN : 9783319406213

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Augmented Reality, Virtual Reality, and Computer Graphics by Lucio Tommaso De Paolis,Antonio Mongelli Pdf

The 2-volume set LNCS 9768 and 9769 constitutes the refereed proceedings of the Third International Conference on Augmented Reality, Virtual Reality and Computer Graphics, AVR 2016, held in Lecce, Italy, in June 2016. The 40 full papers and 29 short papers presented werde carefully reviewed and selected from 131 submissions. The SALENTO AVR 2016 conference intended to bring together researchers, scientists, and practitioners to discuss key issues, approaches, ideas, open problems, innovative applications and trends on virtual and augmented reality, 3D visualization and computer graphics in the areas of medicine, cultural heritage, arts, education, entertainment, industrial andmilitary sectors.

Author : Kohei Arai
Publisher : Springer Nature
Page : 886 pages
File Size : 43,7 Mb
Release : 2022-09-01
Category : Technology & Engineering
ISBN : 9783031160783

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Intelligent Systems and Applications by Kohei Arai Pdf

This book is a remarkable collection of chapters covering a wide domain of topics related to artificial intelligence and its applications to the real world. The conference attracted a total of 494 submissions from many academic pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer-reviewed process. Of the total submissions, 176 submissions have been selected to be included in these proceedings. It is difficult to imagine how artificial intelligence has become an inseparable part of our life. From mobile phones, smart watches, washing machines to smart homes, smart cars, and smart industries, artificial intelligence has helped to revolutionize the whole globe. As we witness exponential growth of computational intelligence in several directions and use of intelligent systems in everyday applications, this book is an ideal resource for reporting latest innovations and future of AI. Distinguished researchers have made valuable studies to understand the various bottlenecks existing in different arenas and how they can be overcome with the use of intelligent systems. This book also provides new directions and dimensions of future research work. We hope that readers find the volume interesting and valuable.

Author : Nilanjan Dey,Surekha Borra,Amira S. Ashour,Fuqian Shi
Publisher : Academic Press
Page : 345 pages
File Size : 50,9 Mb
Release : 2018-11-30
Category : Science
ISBN : 9780128160879

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Machine Learning in Bio-Signal Analysis and Diagnostic Imaging by Nilanjan Dey,Surekha Borra,Amira S. Ashour,Fuqian Shi Pdf

Machine Learning in Bio-Signal Analysis and Diagnostic Imaging presents original research on the advanced analysis and classification techniques of biomedical signals and images that cover both supervised and unsupervised machine learning models, standards, algorithms, and their applications, along with the difficulties and challenges faced by healthcare professionals in analyzing biomedical signals and diagnostic images. These intelligent recommender systems are designed based on machine learning, soft computing, computer vision, artificial intelligence and data mining techniques. Classification and clustering techniques, such as PCA, SVM, techniques, Naive Bayes, Neural Network, Decision trees, and Association Rule Mining are among the approaches presented. The design of high accuracy decision support systems assists and eases the job of healthcare practitioners and suits a variety of applications. Integrating Machine Learning (ML) technology with human visual psychometrics helps to meet the demands of radiologists in improving the efficiency and quality of diagnosis in dealing with unique and complex diseases in real time by reducing human errors and allowing fast and rigorous analysis. The book's target audience includes professors and students in biomedical engineering and medical schools, researchers and engineers. Examines a variety of machine learning techniques applied to bio-signal analysis and diagnostic imaging Discusses various methods of using intelligent systems based on machine learning, soft computing, computer vision, artificial intelligence and data mining Covers the most recent research on machine learning in imaging analysis and includes applications to a number of domains

Author : Siva Teja Kakileti,Geetha Manjunath,Robert G. Schwartz,Alejandro F. Frangi
Publisher : Springer Nature
Page : 154 pages
File Size : 46,7 Mb
Release : 2023-09-28
Category : Computers
ISBN : 9783031445118

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Artificial Intelligence over Infrared Images for Medical Applications by Siva Teja Kakileti,Geetha Manjunath,Robert G. Schwartz,Alejandro F. Frangi Pdf

This book constitutes the refereed proceedings of the ​Second Workshop on Artificial Intelligence over Infrared Images for Medical Applications, AIIIMA 2023 held in conjunction with MICCAI 2023, held in Vancouver, BC, Canada, on October 2, 2023. The 10 full papers presented in this book were carefully peer reviewed and selected from 15 submissions. The second workshop on AIIIMA, similarily to the first, aimes to create a forum to discuss the specific sub-topic of AI over Infrared Images for Medical Applications at MICCAI and promote this novel area of research, that has the potential to hugely impact our society, among the research community.

Author : Raghu Prakash
Publisher : BoD – Books on Demand
Page : 250 pages
File Size : 41,8 Mb
Release : 2012-03-14
Category : Mathematics
ISBN : 9789535102427

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Infrared Thermography by Raghu Prakash Pdf

Infrared Thermography (IRT) is commonly as a NDE tool to identify damages and provide remedial action. The fields of application are vast, such as, materials science, life sciences and applied engineering. This book offers a collection of ten chapters with three major sections - relating to application of infrared thermography to study problems in materials science, agriculture, veterinary and sports fields as well as in engineering applications. Both mathematical modeling and experimental aspects of IRT are evenly discussed in this book. It is our sincere hope that the book meets the requirements of researchers in the domain and inspires more researchers to study IRT.

Author : Kumar, A.V. Senthil
Publisher : IGI Global
Page : 401 pages
File Size : 47,5 Mb
Release : 2014-11-30
Category : Medical
ISBN : 9781466672413

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Fuzzy Expert Systems for Disease Diagnosis by Kumar, A.V. Senthil Pdf

The development of fuzzy expert systems has provided new opportunities for problem solving amidst uncertainties. The medical field, in particular, has benefitted tremendously from advancing fuzzy system technologies. Fuzzy Expert Systems for Disease Diagnosis highlights the latest research and developments in fuzzy rule-based methods used in the detection of medical complications and illness. Offering emerging solutions and practical applications, this timely publication is designed for use by researchers, academicians, and students, as well as practitioners in the medical field.

Author : Pinheiro dos Santos, Wellington,Azevedo da Silva, Washington Wagner,de Santana, Maira Araujo
Publisher : IGI Global
Page : 357 pages
File Size : 53,7 Mb
Release : 2020-07-17
Category : Medical
ISBN : 9781799834571

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Biomedical Computing for Breast Cancer Detection and Diagnosis by Pinheiro dos Santos, Wellington,Azevedo da Silva, Washington Wagner,de Santana, Maira Araujo Pdf

Despite success with treatment when diagnosed early, breast cancer is still one of the most fatal forms of cancer for women. Imaging diagnosis is still one of the most efficient ways to detect early breast changes with mammography among the most used techniques. However, there are other techniques that have emerged as alternatives or even complementary tests in the early detection of breast lesions (e.g., breast thermography and electrical impedance tomography). Artificial intelligence can be used to optimize image diagnosis, increasing the reliability of the reports and supporting professionals who do not have enough knowledge or experience to make good diagnoses. Biomedical Computing for Breast Cancer Detection and Diagnosis is a collection of research that presents a review of the physiology and anatomy of the breast; the dynamics of breast cancer; principles of pattern recognition, artificial neural networks, and computer graphics; and the breast imaging techniques and computational methods to support and optimize the diagnosis. While highlighting topics including mammograms, thermographic imaging, and intelligent systems, this book is ideally designed for medical oncologists, surgeons, biomedical engineers, medical imaging professionals, cancer researchers, academicians, and students in medicine, biomedicine, biomedical engineering, and computer science.

Author : Ankur Saxena,Shivani Chandra
Publisher : Springer Nature
Page : 228 pages
File Size : 52,6 Mb
Release : 2021-05-06
Category : Science
ISBN : 9789811608117

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Artificial Intelligence and Machine Learning in Healthcare by Ankur Saxena,Shivani Chandra Pdf

This book reviews the application of artificial intelligence and machine learning in healthcare. It discusses integrating the principles of computer science, life science, and statistics incorporated into statistical models using existing data, discovering patterns in data to extract the information, and predicting the changes and diseases based on this data and models. The initial chapters of the book cover the practical applications of artificial intelligence for disease prognosis & management. Further, the role of artificial intelligence and machine learning is discussed with reference to specific diseases like diabetes mellitus, cancer, mycobacterium tuberculosis, and Covid-19. The chapters provide working examples on how different types of healthcare data can be used to develop models and predict diseases using machine learning and artificial intelligence. The book also touches upon precision medicine, personalized medicine, and transfer learning, with the real examples. Further, it also discusses the use of machine learning and artificial intelligence for visualization, prediction, detection, and diagnosis of Covid -19. This book is a valuable source of information for programmers, healthcare professionals, and researchers interested in understanding the applications of artificial intelligence and machine learning in healthcare.

Author : Irfan, Muhammad
Publisher : IGI Global
Page : 307 pages
File Size : 50,7 Mb
Release : 2018-09-14
Category : Technology & Engineering
ISBN : 9781522569909

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Advanced Condition Monitoring and Fault Diagnosis of Electric Machines by Irfan, Muhammad Pdf

The reliability of induction motors is a major requirement in many industrial applications. It is especially important where an unexpected breakdown might result in the interruption of critical services such as military operations, transportation, aviation, and medical applications. Advanced Condition Monitoring and Fault Diagnosis of Electric Machines is a collection of innovative research on various issues related to machinery condition monitoring, signal processing and conditioning, instrumentation and measurements, and new trends in condition monitoring. It also pays special attention to the fault identification process. While highlighting topics including spectral analysis, electrical engineering, and bearing faults, this book is an ideal reference source for electrical engineers, mechanical engineers, researchers, and graduate-level students seeking current research on various methods of maintaining machinery.

Author : Praveen Kumar Shukla,Himanshu Mittal,Andries Engelbrecht
Publisher : Springer Nature
Page : 567 pages
File Size : 41,6 Mb
Release : 2023-10-29
Category : Technology & Engineering
ISBN : 9789819945771

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Computer Vision and Robotics by Praveen Kumar Shukla,Himanshu Mittal,Andries Engelbrecht Pdf

This book consists of a collection of the high-quality research articles in the field of computer vision and robotics which are presented in the International Conference on Computer Vision and Robotics (CVR 2023), organized by BBD University Lucknow, India, during 24–25 February 2023. The book discusses applications of computer vision and robotics in the fields like medical science, defence, and smart city planning. The book presents recent works from researchers, academicians, industry, and policy makers.

Author : Giovanni Spagnuolo,Mattia Ricco
Publisher : MDPI
Page : 106 pages
File Size : 41,5 Mb
Release : 2021-04-29
Category : Technology & Engineering
ISBN : 9783036505404

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Methods, Algorithms and Circuits for Photovoltaic Systems Diagnosis and Control by Giovanni Spagnuolo,Mattia Ricco Pdf

In modern photovoltaic systems, there is an ever-increasing need to improve the system efficiency, to detect internal faults and to guarantee service continuity. The only way to meet these objectives is to utilize and create synergies between diagnostic techniques and control algorithms. Diagnostic methods can be implemented through module-dedicated electronics, by running on real-time embedded systems or by using a huge database on the cloud, profiting from artificial intelligence, machine learning, and classifiers. Model-based diagnostic approaches and data-driven methods are attracting the interest of the scientific community for the automatic detection of phenomena like the occurrence of hot spots, the increase of the ohmic losses, the degradation due to unexpected potentials (PID), switch failures in power electronic converters, and also the reduction of the power production due to soiling or partial shadowing. The detection of malfunctioning or even faults affecting the whole power conversion chain, from the photovoltaic modules to the power conversion stages, allows to perform proper control actions, also in terms of MPPT. Control algorithms, running on an embedded system, are optimized, e.g., through the online adaptation of their own parameters, by suitably processing data coming from the diagnostic algorithms. This book presents recent and original results about the diagnostic approaches to photovoltaic modules and related power electronics and control strategies with the aim to maximize the photovoltaic output power, to increase the whole system efficiency and to guarantee service continuity.

Author : Eddie YK Ng,Mahnaz Etehadtavakol
Publisher : Springer
Page : 552 pages
File Size : 52,8 Mb
Release : 2017-03-23
Category : Technology & Engineering
ISBN : 9789811031472

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Application of Infrared to Biomedical Sciences by Eddie YK Ng,Mahnaz Etehadtavakol Pdf

The book covers the latest updates in the application of infrared to biomedical sciences, a non-invasive, contactless, safe and easy approach imaging of skin and tissue temperatures. Its diagnostic procedure allows practitioners to identify the locations of abnormal chemical and blood vessel activity such as angiogenesis in body tissue. Its non-invasive approach works by applying the technology of the infrared camera and state-of-the-art software, where high-resolution digital infrared imaging technology benefits highly from enhanced image production, standardized image interpretation protocols, computerized comparison and storage, and sophisticated image enhancement and analysis. The book contains contributions from global prominent scientists in the area of infrared applications in biomedical studies. The target audience includes academics, practitioners, clinicians and students working in the area of infrared imaging in biomedicine.

Author : Blanca Tejedor Herrán,David Bienvenido-Huertas
Publisher : Elsevier
Page : 664 pages
File Size : 44,9 Mb
Release : 2024-04-22
Category : Technology & Engineering
ISBN : 9780443160028

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Diagnosis of Heritage Buildings by Non-Destructive Techniques by Blanca Tejedor Herrán,David Bienvenido-Huertas Pdf

Besides their notable historical and cultural significance, heritage buildings crucially contribute to the economy of those countries that rely heavily on the tourism industry. Investigation and monitoring of the origins of deterioration and damage are therefore key to the preservation of architectural heritage. Diagnosis of Heritage Buildings by Non-Destructive Techniques offers an up-to-date overview of state-of-the-art knowledge by collating specialized studies written by an international group of experts in the field, while also examining the value of these non-intrusive methods through a number of real-life case studies which prove NDT techniques’ global relevance. The volume is an invaluable reference resource for students, researchers, and practitioners alike. Helps readers to easily identify the latest advances in non-destructive testing by subdividing the content into sections specific to each assessment approach Explores the integration of different NDT methodologies, facilitating the interoperability of traditional and advanced technologies Presents case studies based on real built heritage to show how to correctly implement the measurement techniques described, and to interpret the results