Technical Advancements Of Machine Learning In Healthcare
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Technical Advancements Of Machine Learning In Healthcare
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Author : Hrudaya Kumar Tripathy
language : en
Publisher: Springer Nature
Release Date : 2021-02-27
Technical Advancements Of Machine Learning In Healthcare written by Hrudaya Kumar Tripathy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-27 with Technology & Engineering categories.
This book focuses on various advanced technologies which integrate with machine learning to assist one of the most leading industries, healthcare. It presents recent research works based on machine learning approaches supported by medical and information communication technologies with the use of data and image analysis. The book presents insight about techniques which broadly deals in delivery of quality, accurate and affordable healthcare solutions by predictive, proactive and preventative methods. The book also explores the possible use of machine learning in enterprises, such as enhanced medical imaging/diagnostics, understanding medical data, drug discovery and development, robotic surgery and automation, radiation treatments, creating electronic smart records and outbreak prediction.
Technical Advancements Of Machine Learning In Healthcare
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Author : Hrudaya Kumar Tripathy
language : en
Publisher:
Release Date : 2021
Technical Advancements Of Machine Learning In Healthcare written by Hrudaya Kumar Tripathy and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
This book focuses on various advanced technologies which integrate with machine learning to assist one of the most leading industries, healthcare. It presents recent research works based on machine learning approaches supported by medical and information communication technologies with the use of data and image analysis. The book presents insight about techniques which broadly deals in delivery of quality, accurate and affordable healthcare solutions by predictive, proactive and preventative methods. The book also explores the possible use of machine learning in enterprises, such as enhanced medical imaging/diagnostics, understanding medical data, drug discovery and development, robotic surgery and automation, radiation treatments, creating electronic smart records and outbreak prediction.
Application Of Machine Learning In Health Care Sector
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Author : Dr. Bharat Bhushan,
language : en
Publisher: Blue Rose Publishers
Release Date : 2022-11-02
Application Of Machine Learning In Health Care Sector written by Dr. Bharat Bhushan, and has been published by Blue Rose Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-02 with Health & Fitness categories.
Medical Imaging Technological Advances And Clinical Applications
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-03-10
Medical Imaging Technological Advances And Clinical Applications written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-10 with Medical categories.
In the realm of medical diagnosis and treatment, medical imaging stands as a cornerstone, providing invaluable insights into the human body's intricate workings. This comprehensive book unveils the fascinating world of medical imaging, delving into the principles, technologies, and clinical applications of a vast array of imaging modalities. From the advent of X-ray imaging to the groundbreaking advancements in molecular imaging, this book takes readers on a journey through the evolution of medical imaging. It unravels the complexities of how different imaging techniques work, from the generation of X-rays to the manipulation of magnetic fields, and how they interact with the human body to produce informative images. Encompassing a wide spectrum of imaging modalities, including X-ray imaging, computed tomography (CT), magnetic resonance imaging (MRI), ultrasound imaging, nuclear medicine, and interventional radiology, this book provides a thorough understanding of their fundamental principles, instrumentation, and clinical applications. With clarity and precision, it explains how these modalities enable the visualization and diagnosis of a myriad of diseases and conditions, ranging from cancer and heart disease to neurological disorders and musculoskeletal injuries. Moreover, the book addresses the ethical considerations and radiation safety aspects associated with medical imaging, ensuring that imaging procedures are conducted with the utmost care and patient safety. It also explores the vital role of medical imaging in various medical specialties, showcasing its indispensable contributions to accurate diagnosis, effective treatment planning, and monitoring of treatment outcomes. Venturing into the future of medical imaging, this book unveils the exciting advancements and emerging technologies that are revolutionizing the field. From artificial intelligence and machine learning to personalized and precision imaging, it provides a glimpse into the boundless possibilities that lie ahead, promising even greater diagnostic accuracy and therapeutic interventions. With its comprehensive coverage, engaging writing style, and illustrative examples, this book serves as an essential resource for students, medical professionals, and anyone seeking to gain a deeper understanding of the world of medical imaging. It is a valuable addition to the libraries of healthcare professionals, researchers, and anyone interested in the remarkable intersection of technology and medicine. If you like this book, write a review!
Artificial Intelligence And Machine Learning In Healthcare
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Author : Dharmendra Kumar Yadav
language : en
Publisher: Springer Nature
Release Date : 2023-10-29
Artificial Intelligence And Machine Learning In Healthcare written by Dharmendra Kumar Yadav and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-29 with Psychology categories.
This book is about the use of artificial intelligence (AI) and machine learning in healthcare. AI and related technologies are increasingly prevalent in business and society and are beginning to be applied to healthcare. These technologies have the potential to transform many aspects of patient care, as well as administrative processes within provider, payer, and pharmaceutical organizations. There are already a number of research studies suggesting that AI can perform as well as or better than humans at key healthcare tasks, such as diagnosing disease. Today, algorithms are already outperforming radiologists at spotting malignant tumors and guiding researchers in how to construct cohorts for costly clinical trials. However, for a variety of reasons, the authors believe that it will be many years before AI replaces humans for broad medical process domains. Through this book, the authors describe both the potential that AI offers to automate aspects of care and some of the barriers to rapid implementation of AI in healthcare.
Technological Advancement In Internet Of Medical Things And Blockchain For Personalized Healthcare
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Author : A Prasanth
language : en
Publisher: CRC Press
Release Date : 2024-05-08
Technological Advancement In Internet Of Medical Things And Blockchain For Personalized Healthcare written by A Prasanth and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-08 with Computers categories.
Technological Advancement in Internet of Medical Things and Blockchain for Personalized Healthcare presents an overview of the innovative concepts, technologies, and various biomedical applications of the Internet of Medical Things (IoMT). Features: • Provides insights into smart contracts, healthcare monitoring equipment, and the next generation of Internet of Things sensors to improve adherence to chronic disease management programs and patient health. • Discusses the IoMT for personalized healthcare, security, and privacy issues of the IoMT in the healthcare sector. • Elaborates on the opportunities and challenges of blockchain technology in the healthcare system. • Focuses on the convergence of the IoMT and blockchain for emerging personalized healthcare systems. • Presents techniques and methods to secure IoMT devices to protect them from cyberattacks. This book is primarily written for graduate students and academic researchers working in the fields of computer science and engineering, biomedical engineering, and electrical engineering.
Advancement Of Machine Intelligence In Interactive Medical Image Analysis
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Author : Om Prakash Verma
language : en
Publisher: Springer Nature
Release Date : 2019-12-11
Advancement Of Machine Intelligence In Interactive Medical Image Analysis written by Om Prakash Verma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-11 with Computers categories.
The book discusses major technical advances and research findings in the field of machine intelligence in medical image analysis. It examines the latest technologies and that have been implemented in clinical practice, such as computational intelligence in computer-aided diagnosis, biological image analysis, and computer-aided surgery and therapy. This book provides insights into the basic science involved in processing, analysing, and utilising all aspects of advanced computational intelligence in medical decision-making based on medical imaging.
Proceedings Of The 5th International Conference On Data Science Machine Learning And Applications Volume 1
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Author : Amit Kumar
language : en
Publisher: Springer Nature
Release Date : 2024-10-05
Proceedings Of The 5th International Conference On Data Science Machine Learning And Applications Volume 1 written by Amit Kumar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-05 with Computers categories.
This book (Volume 1) includes peer reviewed articles from the 5th International Conference on Data Science, Machine Learning and Applications, 2023, held at the G Narayanamma Institute of Technology and Sciences, Hyderabad on 15-16th December, India. ICDSMLA is one of the most prestigious conferences conceptualized in the field of Data Science & Machine Learning offering in-depth information on the latest developments in Artificial Intelligence, Machine Learning, Soft Computing, Human Computer Interaction, and various data science & machine learning applications. It provides a platform for academicians, scientists, researchers and professionals around the world to showcase broad range of perspectives, practices, and technical expertise in these fields. It offers participants the opportunity to stay informed about the latest developments in data science and machine learning.
Technological Advancements In Biomedicine For Healthcare Applications
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Author : Wu, Jinglong
language : en
Publisher: IGI Global
Release Date : 2012-10-31
Technological Advancements In Biomedicine For Healthcare Applications written by Wu, Jinglong and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-31 with Technology & Engineering categories.
Technology continues to play a major role in all aspects of society, particularly healthcare. Advancements such as biomedical image processing, technology in rehabilitation, and biomedical robotics for healthcare have aided in significant strides in the biomedical engineering research field. Technological Advancements in Biomedicine for Healthcare Applications presents an overview of biomedical technologies and its relationship with healthcare applications. This reference source is essential for researchers and practitioners aiming to learn more about biomedical engineering and its related fields.
Advances In Technological Innovations In Higher Education
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Author : Adarsh Garg
language : en
Publisher: CRC Press
Release Date : 2024-03-29
Advances In Technological Innovations In Higher Education written by Adarsh Garg and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-29 with Education categories.
The evolution of technology in education can no longer be comprehended simply by looking at the use of computers and networks. Technology is not just a supplementary tool to the conventional method of education. Education has to undergo a complete transformation with technological innovations for the sustainability of quality education as a system and not in silos. Sustainability in education also necessitates a more workable strategy to realize socially viable educational policies and practices which can focus more on personalized learning. Due to various factors like emerging technologies; changing needs of the learners; policy reforms for enhancing employability; and emphasis on uninterrupted education as in the case of the pandemic scenario of COVID-19, there is a need to steer a major transition in the education system. The education system has to be real and proficient for it to be instrumental to nurture an informed and knowledgeable society. This book on technological innovations in higher education is organized, largely, based on the diversity of higher education ecosystems that are supported by technological innovations. Various author viewpoints give insights into the full potential of technology as well as its risks in interrelated areas of higher education to work towards sustainability of value-based quality education across the globe.