Emerging Multi Modalities Healthcare Analytics Using Machine Learning
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Emerging Multi Modalities Healthcare Analytics Using Machine Learning
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Author : Khin Wee Lai
language : en
Publisher: Frontiers Media SA
Release Date : 2022-11-15
Emerging Multi Modalities Healthcare Analytics Using Machine Learning written by Khin Wee Lai and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-15 with Medical categories.
Emerging Developments And Practices In Oncology
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Author : El Naqa, Issam
language : en
Publisher: IGI Global
Release Date : 2018-02-09
Emerging Developments And Practices In Oncology written by El Naqa, Issam and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-09 with Medical categories.
Cancer is a leading cause of death that affects numerous people at every age and their relatives. In recent years, there has been a tremendous advancement in imaging and biotechnology technologies and techniques for aiding in the detection, diagnosis, and treatment of cancer. Emerging Developments and Practices in Oncology provides research on recent advances in oncology aiming to improve early detection and personalized treatment of cancer. While highlighting applied methods of therapy, such as body radiotherapy, chemoradiotherapy, and immunotherapy, readers learn about the transforming approach to oncology in modern medicine and new technologies used to diagnose and treat cancer. This book is an important resource for medical trainees, graduate students, active practitioners, researchers, and clinical scientists seeking current research on oncology trends and applications.
Deep Learning For Healthcare Services Iot And Big Data Analytics
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Author : Parma Nand
language : en
Publisher: Bentham Science Publishers
Release Date : 2023-07-07
Deep Learning For Healthcare Services Iot And Big Data Analytics written by Parma Nand and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-07 with Computers categories.
This book highlights the applications of deep learning algorithms in implementing big data and IoT enabled smart solutions to treat and care for terminally ill patients. It presents 5 concise chapters showing how these technologies can empower the conventional doctor patient relationship in a more dynamic, transparent, and personalized manner. The key topics covered in this book include: - The Role of Deep Learning in Healthcare Industry: Limitations - Generative Adversarial Networks for Deep Learning in Healthcare - The Role of Blockchain in the Healthcare Sector - Brain Tumor Detection Based on Different Deep Neural Networks Key features include a thorough, research-based overview of technologies that can assist deep learning models in the healthcare sector, including architecture and industrial scope. The book also presents a robust image processing model for brain tumor screening. Through this book, the editors have attempted to combine numerous compelling views, guidelines and frameworks. Healthcare industry professionals will understand how Deep Learning can improve health care service delivery.
Intelligent Internet Of Things For Healthcare And Industry
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Author : Uttam Ghosh
language : en
Publisher: Springer Nature
Release Date : 2022-02-12
Intelligent Internet Of Things For Healthcare And Industry written by Uttam Ghosh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-12 with Technology & Engineering categories.
This book promotes and facilitates exchanges of research knowledge and findings across different disciplines on the design and investigation of machine learning-based data analytics of IoT infrastructures. This book is focused on the emerging trends, strategies, and applications of IoT in both healthcare and industry data analytics perspectives. The data analytics discussed are relevant for healthcare and industry to meet many technical challenges and issues that need to be addressed to realize this potential. The IoT discussed helps to design and develop the intelligent medical and industry solutions assisted by data analytics and machine learning. At the end of every chapter readers are encouraged to check their understanding by means of brainstorming summary, discussion, exercises and solutions.
Cloud Based Multi Modal Information Analytics
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Author : Tanushri Kaniyar
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Cloud Based Multi Modal Information Analytics written by Tanushri Kaniyar and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.
"Cloud-Based Multi-Modal Information Analytics" is a groundbreaking book that explores the intersection of cloud computing and multi-modal data analysis. Authored by leading experts, it delves into extracting insights from diverse data types, including text, images, videos, and sensor data stored and processed in cloud environments. The book begins by laying a strong foundation in cloud computing principles, explaining key concepts like scalability, elasticity, and virtualization. It then discusses various techniques for processing and analyzing multi-modal data, highlighting the challenges and opportunities posed by today's vast amounts of heterogeneous data. Readers are guided through advanced analytics methodologies, machine learning algorithms, and data visualization techniques tailored for multi-modal data. Case studies and real-world examples show how cloud-based multi-modal information analytics can revolutionize industries such as healthcare, finance, transportation, and entertainment. The book also addresses the ethical and privacy implications of collecting and analyzing multi-modal data, encouraging critical reflection on responsible technology use. With comprehensive coverage and practical insights, "Cloud-Based Multi-Modal Information Analytics" is an indispensable resource for researchers, practitioners, and students interested in leveraging cloud computing to extract actionable intelligence from diverse data sources.
Artificial Intelligence In Medical Imaging
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Author : Erik R. Ranschaert
language : en
Publisher: Springer
Release Date : 2019-01-29
Artificial Intelligence In Medical Imaging written by Erik R. Ranschaert and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-29 with Medical categories.
This book provides a thorough overview of the ongoing evolution in the application of artificial intelligence (AI) within healthcare and radiology, enabling readers to gain a deeper insight into the technological background of AI and the impacts of new and emerging technologies on medical imaging. After an introduction on game changers in radiology, such as deep learning technology, the technological evolution of AI in computing science and medical image computing is described, with explanation of basic principles and the types and subtypes of AI. Subsequent sections address the use of imaging biomarkers, the development and validation of AI applications, and various aspects and issues relating to the growing role of big data in radiology. Diverse real-life clinical applications of AI are then outlined for different body parts, demonstrating their ability to add value to daily radiology practices. The concluding section focuses on the impact of AI on radiology and the implicationsfor radiologists, for example with respect to training. Written by radiologists and IT professionals, the book will be of high value for radiologists, medical/clinical physicists, IT specialists, and imaging informatics professionals.
Ai Based Digital Health Communication For Securing Assistive Systems
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Author : Thayananthan, Vijeyananthan
language : en
Publisher: IGI Global
Release Date : 2023-10-24
Ai Based Digital Health Communication For Securing Assistive Systems written by Thayananthan, Vijeyananthan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-24 with Medical categories.
The security of assistive systems in AI-based digital health communication is a critical challenge, leaving users vulnerable to threats and attacks. AI-Based Digital Health Communication for Securing Assistive Systems provides a comprehensive solution by integrating artificial intelligence (AI) with cybersecurity measures. Edited by Vijeyananthan Thayananthan, this groundbreaking book equips assistive technology developers, researchers, and professionals with the knowledge and tools necessary to safeguard these systems and protect user privacy and well-being. Covering topics such as assistive communication technology, secure assistive technologies, robotics, and AI-based eHealth applications, the book explores innovative approaches to enhance the security of assistive systems. It offers practical guidance and insights into the strategic role of AI-based cybersecurity, empowering readers to protect individuals relying on assistive systems. Professionals, researchers, and scholars in the field of digital health communication will find this book invaluable, especially assistive technology developers looking to enhance their understanding of AI-based cybersecurity. Postgraduate students, research scientists, and academic research scholars will also benefit from the book's valuable insights and advancements. Executives and healthcare management professionals involved in digital health communication can leverage the book's expertise to drive organizational development and create a safer environment for individuals dependent on assistive systems.
Ecosystems Centered Health And Care Innovation
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Author : Adamantios Koumpis
language : en
Publisher: Frontiers Media SA
Release Date : 2025-03-06
Ecosystems Centered Health And Care Innovation written by Adamantios Koumpis and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-06 with Medical categories.
The recent COVID-19 pandemic, along with the ongoing health issues related to persistent respiratory illnesses, has laid bare significant challenges, structural deficiencies, and critical vulnerabilities within the European Health and Care industries. These problems have resulted in notable tensions within healthcare establishments. Addressing these challenges requires enhanced coordination and stronger cooperation among various public and private stakeholders within the health and care ecosystems, not only within each country but also at the pan-European and global levels. This Research Topic seeks to highlight recent developments and scientific breakthroughs in the field of health ecosystems. These developments notably include organizational frameworks, methodologies, tools, resources, and, crucially, real-world use cases of innovation within the health and care sectors. Relevant contributions may relate to the design and support of synergies, complementarities, and cooperation among innovation ecosystem stakeholders. They may also involve the creation of common knowledge and other immaterial assets within existing or emerging research data infrastructures, promotion of innovation capabilities, or measures to reduce the innovation divide across the European Union and beyond.
Enhancing Medical Imaging With Emerging Technologies
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Author : Sharma, Avinash Kumar
language : en
Publisher: IGI Global
Release Date : 2024-04-15
Enhancing Medical Imaging With Emerging Technologies written by Sharma, Avinash Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-15 with Medical categories.
The field of medical imaging is rapidly evolving, with new technologies and techniques constantly emerging. However, this fast-paced advancement brings challenges such as the complexity of imaging modalities, the need for continuous education and training, and the integration of emerging technologies like AI and robotics into existing healthcare systems. Healthcare professionals and technology enthusiasts often need help to keep pace with these changes and may feel overwhelmed by the vast amount of information and possibilities in the field. Enhancing Medical Imaging with Emerging Technologies offers a comprehensive solution to these challenges. By providing a thorough introduction to medical imaging systems, including the fundamentals of system theory and image processing, the book serves as a foundational resource for understanding the complex world of medical imaging. It covers various imaging modalities, from conventional camera systems to advanced techniques like magnetic resonance imaging and optical coherence tomography, offering readers a holistic view of the field. This book is a valuable resource that inspires hope, sparks curiosity, and paints a vivid picture of the limitless potential of medical imaging.
Handbook Of Research On Strategic Performance Management And Measurement Using Data Envelopment Analysis
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Author : Osman, Ibrahim H.
language : en
Publisher: IGI Global
Release Date : 2013-08-31
Handbook Of Research On Strategic Performance Management And Measurement Using Data Envelopment Analysis written by Osman, Ibrahim H. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-31 with Business & Economics categories.
Organizations can use the valuable tool of data envelopment analysis (DEA) to make informed decisions on developing successful strategies, setting specific goals, and identifying underperforming activities to improve the output or outcome of performance measurement. The Handbook of Research on Strategic Performance Management and Measurement Using Data Envelopment Analysis highlights the advantages of using DEA as a tool to improve business performance and identify sources of inefficiency in public and private organizations. These recently developed theories and applications of DEA will be useful for policymakers, managers, and practitioners in the areas of sustainable development of our society including environment, agriculture, finance, and higher education sectors.