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Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 42,6 Mb
Release : 2019
Category : Electronic
ISBN : 1728123143
Author : Jasjit Suri,Ayman S. El-Baz
Publisher : Elsevier
Page : 328 pages
File Size : 45,7 Mb
Release : 2022-11-29
Category : Science
ISBN : 9780128199121
State of the Art in Neural Networks and Their Applications, Volume Two presents the latest advances in artificial neural networks and their applications across a wide range of clinical diagnoses. The book provides over views and case studies of advances in the role of machine learning, artificial intelligence, deep learning, cognitive image processing, and suitable data analytics useful for clinical diagnosis and research applications. The application of neural network, artificial intelligence and machine learning methods in biomedical image analysis have resulted in the development of computer-aided diagnostic (CAD) systems that aim towards the automatic early detection of several severe diseases. State of the Art in Neural Networks and Their Applications is presented in two volumes. Volume One: Neural Networks in Oncology Imaging covers lung cancer, prostate cancer, and bladder cancer. Volume Two: Neural Networks in Brain Disorders and Other Diseases covers autism spectrum disorder, Alzheimer’s disease, attention deficit hyperactivity disorder, hypertension, and other diseases. Written by experienced engineers in the field, these two volumes will help engineers, computer scientists, researchers, and clinicians understand the technology and applications of artificial neural networks. Includes applications of neural networks, AI, machine learning, and deep learning techniques to a variety of oncology imaging technologies Provides in-depth technical coverage of computer-aided diagnosis (CAD), including coverage of computer-aided classification, unified deep learning frameworks, 3D MRI, PET/CT, and more Covers deep learning cancer identification from histopathological images, medical image analysis, detection, segmentation and classification via AI
Author : Anonim
Publisher : Unknown
Page : 0 pages
File Size : 55,8 Mb
Release : 2023
Category : Electronic
ISBN : 9798350325850
Author : Ayman El-Baz,Jasjit S. Suri
Publisher : CRC Press
Page : 279 pages
File Size : 42,6 Mb
Release : 2023-03-14
Category : Medical
ISBN : 9781000839999
Today’s healthcare organizations must focus on a lot more than just the health of their clients. The infrastructure it takes to support clinical-care delivery continues to expand, with information technology being one of the most significant contributors to that growth. As companies have become more dependent on technology for their clinical, administrative, and financial functions, their IT departments and expenditures have had to scale quickly to keep up. However, as technology demands have increased, so have the options for reliable infrastructure for IT applications and data storage. The one that has taken center stage over the past few years is cloud computing. Healthcare researchers are moving their efforts to the cloud because they need adequate resources to process, store, exchange, and use large quantities of medical data. Cloud Computing in Medical Imaging covers the state-of-the-art techniques for cloud computing in medical imaging, healthcare technologies, and services. The book focuses on Machine-learning algorithms for health data security Fog computing in IoT-based health care Medical imaging and healthcare applications using fog IoT networks Diagnostic imaging and associated services Image steganography for medical informatics This book aims to help advance scientific research within the broad field of cloud computing in medical imaging, healthcare technologies, and services. It focuses on major trends and challenges in this area and presents work aimed to identify new techniques and their use in biomedical analysis.
Author : Christos Volos,Viet-Thanh Pham
Publisher : Academic Press
Page : 570 pages
File Size : 52,8 Mb
Release : 2021-06-17
Category : Technology & Engineering
ISBN : 9780128232026
Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications illustrates recent advances in the field of mem-elements (memristor, memcapacitor, meminductor) and their applications in nonlinear dynamical systems, computer science, analog and digital systems, and in neuromorphic circuits and artificial intelligence. The book is mainly devoted to recent results, critical aspects and perspectives of ongoing research on relevant topics, all involving networks of mem-elements devices in diverse applications. Sections contribute to the discussion of memristive materials and transport mechanisms, presenting various types of physical structures that can be fabricated to realize mem-elements in integrated circuits and device modeling. As the last decade has seen an increasing interest in recent advances in mem-elements and their applications in neuromorphic circuits and artificial intelligence, this book will attract researchers in various fields. Covers a broad range of interdisciplinary topics between mathematics, circuits, realizations, and practical applications related to nonlinear dynamical systems, nanotechnology, analog and digital systems, computer science and artificial intelligence Presents recent advances in the field of mem-elements (memristor, memcapacitor, meminductor) Includes interesting applications of mem-elements in nonlinear dynamical systems, analog and digital systems, neuromorphic circuits, computer science and artificial intelligence
Author : Ayman S. El-Baz,Jasjit Suri
Publisher : Academic Press
Page : 236 pages
File Size : 40,5 Mb
Release : 2022-11-22
Category : Computers
ISBN : 9780128227053
Cardiovascular and Coronary Artery Imaging, Volume Two presents the basics of echocardiography, nuclear imaging and magnetic resonance imaging (MRI) and provides insights into their appropriate use. The book covers state-of-the-art approaches for automated non-invasive systems for early cardiovascular and coronary artery disease diagnosis. It includes several prominent imaging modalities such as MRI, CT and PET technologies. Other sections focus on major trends and challenges in this area and present the latest techniques for cardiovascular and coronary image analysis. Takes an integrated approach to cardiovascular and coronary imaging using machine learning, deep learning and reinforcement learning approaches Covers state-of-the-art approaches for automated non-invasive systems for early cardiovascular disease diagnosis Provides a perspective on future cardiovascular imaging and highlights areas that still need improvement
Author : Ayman El-Baz,Mohammed Ghazal,Jasjit S. Suri
Publisher : CRC Press
Page : 271 pages
File Size : 50,5 Mb
Release : 2024-06-21
Category : Computers
ISBN : 9781040008904
The major goals of texture research in computer vision are to understand, model, and process texture and, ultimately, to simulate the human visual learning process using computer technologies. In the last decade, artificial intelligence has been revolutionized by machine learning and big data approaches, outperforming human prediction on a wide range of problems. In particular, deep learning convolutional neural networks (CNNs) are particularly well suited to texture analysis. This volume presents important branches of texture analysis methods which find a proper application in AI-based medical image analysis. This book: Discusses first-order, second-order statistical methods, local binary pattern (LBP) methods, and filter bank-based methods Covers spatial frequency-based methods, Fourier analysis, Markov random fields, Gabor filters, and Hough transformation Describes advanced textural methods based on DL as well as BD and advanced applications of texture to medial image segmentation Is aimed at researchers, academics, and advanced students in biomedical engineering, image analysis, cognitive science, and computer science and engineering This is an essential reference for those looking to advance their understanding in this applied and emergent field.
Author : P. Karthikeyan,Polinpapilinho F. Katina,R. Rajagopal
Publisher : CRC Press
Page : 186 pages
File Size : 48,9 Mb
Release : 2023-08-28
Category : Technology & Engineering
ISBN : 9781000930573
This book covers computer vision-based applications in digital healthcare industry 4.0, including different computer vision techniques, image classification, image segmentations, and object detection. Various application case studies from domains such as science, engineering, and social networking are introduced, along with their architecture and how they leverage various technologies, such as edge computing and cloud computing. It also covers applications of computer vision in tumor detection, cancer detection, combating COVID-19, and patient monitoring. Features: Provides a state-of-the-art computer vision application in the digital health care industry Reviews advances in computer vision and data science technologies for analyzing information on human function and disability Includes practical implementation of computer vision application using recent tools and software Explores computer vision-enabled medical/clinical data security in the cloud Includes case studies from the leading computer vision integrated vendors like Amazon, Microsoft, IBM, and Google This book is aimed at researchers and graduate students in bioengineering, intelligent systems, and computer science and engineering.
Author : Ch Satyanarayana,Xiao-Zhi Gao,Choo-Yee Ting,Naresh Babu Muppalaneni
Publisher : Springer Nature
Page : 208 pages
File Size : 42,6 Mb
Release : 2022-11-09
Category : Technology & Engineering
ISBN : 9789811940446
This book consists of selected peer-reviewed articles from the International Conference on Computer Vision, High Performance Computing, Smart Devices and Networks (CHSN-2020), held at JNTU, Kakinada, India. The theme and areas of the conference include vast scope for latest concepts and trends in communication engineering, information theory and networks, signal, image and speech processing, wireless and mobile communication, Internet of Things, and cybersecurity for societal causes and humanitarian applications.
Author : Pierre Larochelle
Publisher : Springer Nature
Page : 245 pages
File Size : 45,6 Mb
Release : 2024-06-27
Category : Electronic
ISBN : 9783031606182
Author : Dobhal, Dinesh C.,Sharma, Sachin,Purohit, Kamlesh C.,Nautiyal, Lata,Singh, Karan
Publisher : IGI Global
Page : 228 pages
File Size : 55,8 Mb
Release : 2023-08-07
Category : Computers
ISBN : 9781668466476
In comparison to Industry 4.0, Industry 5.0 is seen as the next industrial revolution, with the goal of leveraging the creativity of human experts in combination with efficient, intelligent, and accurate machines to provide resource-efficient and user-preferred solutions. With the improvements in social networks, cloud, and the internet of things (IoT)-based technologies, the requirement for a strong cyber security system, particularly in the healthcare sector, is increasing. Cyber Trafficking, Threat Behavior, and Malicious Activity Monitoring for Healthcare Organizations provides a comprehensive review of techniques and applications of Industry 5.0-enabled intelligent healthcare-centric cyber security. The goal of this book is to close the gap between AI and cyber security. Covering topics such as malicious activity, the dark web, and smart healthcare systems, this premier reference source is an essential resource for healthcare administrators, IT managers, system developers, system architects, IT specialists, students and educators of higher education, librarians, researchers, and academicians.
Author : Kukreja, Jyoti,Saluja, Shefali,Sharma, Sandhir
Publisher : IGI Global
Page : 385 pages
File Size : 47,7 Mb
Release : 2024-04-22
Category : Business & Economics
ISBN : 9798369343517
In today's rapidly evolving business landscape, leaders face unprecedented challenges in navigating complex organizational dynamics, fostering innovation, and driving sustainable growth. Traditional leadership approaches often must address these multifaceted issues, leading to stagnation and missed corporate opportunities. The emerging field of Neuroleadership offers a transformative solution by leveraging cutting-edge insights from neuroscience and psychology to revolutionize leadership practices. Neuroleadership Development and Effective Communication in Modern Business is a comprehensive guide to understanding and implementing Neuroleadership principles, offering a groundbreaking approach to leadership development. With topics ranging from stress management and resilience to ethical leadership considerations, this book provides a holistic framework for leadership excellence in the digital age. Whether you're a seasoned executive, a leadership development professional, or a scholar seeking to explore the frontiers of leadership research, this resource is your essential companion to mastering the art and science of Neuroleadership.
Author : Ankur Choudhary,Arun Prakash Agrawal,Rajasvaran Logeswaran,Bhuvan Unhelkar
Publisher : Springer Nature
Page : 738 pages
File Size : 45,6 Mb
Release : 2021-07-27
Category : Computers
ISBN : 9789811630675
The book presents a collection of peer-reviewed articles from the International Conference on Advances and Applications of Artificial Intelligence and Machine Learning - ICAAAIML 2020. The book covers research in artificial intelligence, machine learning, and deep learning applications in healthcare, agriculture, business, and security. This volume contains research papers from academicians, researchers as well as students. There are also papers on core concepts of computer networks, intelligent system design and deployment, real-time systems, wireless sensor networks, sensors and sensor nodes, software engineering, and image processing. This book will be a valuable resource for students, academics, and practitioners in the industry working on AI applications.
Author : Ashwani Kumar Dubey,Vijayan Sugumaran,Peter Han Joo Chong
Publisher : Springer Nature
Page : 350 pages
File Size : 41,7 Mb
Release : 2023-06-24
Category : Technology & Engineering
ISBN : 9789819913121
This volume comprises selected peer-reviewed proceedings of the 9th International Conference on Signal Processing and Integrated Networks (SPIN 2022). It aims to provide a comprehensive and broad-spectrum picture of state-of-the-art research and development in signal processing, IoT sensors, systems and technologies, cloud computing, wireless communication, and wireless sensor networks. This volume will provide a valuable resource for those in academia and industry.
Author : Chwee Teck Lim,Hwa Liang Leo,Raye Yeow
Publisher : Springer Nature
Page : 194 pages
File Size : 43,7 Mb
Release : 2021-01-11
Category : Technology & Engineering
ISBN : 9783030620455
This book gathers contributions presented at the 17th International Conference on Biomedical Engineering, held on December 9-12, 2019, in Singapore. It continues the tradition of the previous conference proceedings, thus reporting on both fundamental and applied research. It includes a set of carefully selected chapters reporting on new models and algorithms and their applications in medical diagnosis or therapy. It also discusses advances in tele-health and assistive technologies, as well as applications of nanotechnologies. Organized jointly by the Department of Biomedical Engineering of the National University of Singapore and the Biomedical Engineering Society (Singapore), this book offers a timely snapshot of innovative research and technologies and a source of inspiration for future developments and collaborations in the field of biomedical engineering.
