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Data-Driven Approach for Bio-medical and Healthcare, Dey


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Цена: 158380.00T
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Автор: Dey
Название:  Data-Driven Approach for Bio-medical and Healthcare
ISBN: 9789811951831
Издательство: Springer
Классификация:


ISBN-10: 9811951837
Обложка/Формат: Hardback
Страницы: 233
Вес: 0.59 кг.
Дата издания: 11.11.2022
Серия: Data-Intensive Research
Язык: English
Издание: 1st ed. 2023
Иллюстрации: 50 tables, color; 81 illustrations, color; 21 illustrations, black and white; xiii, 233 p. 102 illus., 81 illus. in color.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The book presents current research advances, both academic and industrial, in machine learning, artificial intelligence, and data analytics for biomedical and healthcare applications. The book deals with key challenges associated with biomedical data analysis including higher dimensions, class imbalances, smaller database sizes, etc. It also highlights development of novel pattern recognition and machine learning methods specific to medical and genomic data, which is extremely necessary but highly challenging. The book will be useful for healthcare professionals who have access to interesting data sources but lack the expertise to use data mining effectively.
Дополнительное описание: Chapter 1. Personal Health Record Data-Driven Integration of Heterogeneous Data.- Chapter 2. Privacy issues in data-driven healthcare.- Chapter 3. Personalizing the Patient Discharge Process and Follow Up Using Machine Learning Algorithms, Assessment Ques


Artificial intelligence a modern approach: The application in healthcare, industry and more. The fascinating topic of machine learning and prediction

Автор: Baker Chris
Название: Artificial intelligence a modern approach: The application in healthcare, industry and more. The fascinating topic of machine learning and prediction
ISBN: 1914063198 ISBN-13(EAN): 9781914063190
Издательство: Неизвестно
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Цена: 26660.00 T
Наличие на складе: Есть
Описание:

Artificial intelligence is a word that carries with it heavy connotations. Although artificial intelligence is nothing more than the capacity for logic and understanding that machines can exhibit, in the minds of most people artificial intelligence is almost a Pandora's box that, when opened, will eventually signal the human race's doom..


The idea that machines pose an existential threat to human beings has been around for at least 60 years. It goes something like this: intelligent machines eventually realize the uselessness of human beings and turn against their creators. Or this: intelligent machines reduce human to cattle or even food after a dramatic war that human beings lose.

Human beings have created countless languages and writing systems that have allowed us to expand collective human knowledge over a period of thousands of years. Much of the knowledge that we utilized today, knowledge about the math, science, and the stars, originates from observations made thousands of years ago but which were recorded by writing systems, allowing this knowledge to be preserved and passed down.


Artificial intelligence has been used for many business, financial, medical, and other applications, and scientists and researchers are actively studying how these applications can be expanded to make human life simpler.



The applications of AI will be explored in this book, both the real applications to business, finance, medicine, and health and the theoretical applications. Even the sensational, perhaps exaggerated applications of AI will be explored in the context of taking a look at how AI may potentially be applied in the future. The purpose of this discussion is for the reader to understand what AI is by understanding how it is used.


Artificial intelligence is certainly a blessing at this point, but the reality that it may become a curse is not lost on some people. Understanding the full implications of AI requires a deep knowledge of what it is and where it came from.


For companies and businesses to take advantage of AI-powered and improved interactions, the conversation has to begin inside the organization. Leaders are supposed to start with the available channels and improve their smartness. From that point, they are supposed to ask key questions about engagements with customers and employees.



Here is a preview of what you will learn...

  • Brief history of artificial intelligence
  • The state of art of machine learning
  • Artificial neural networks applied to machine learning
  • How can we build an AI ready culture
  • Our daily lives with AI

And More.....


Monitoring Multimode Continuous Processes

Автор: Quinones-Grueiro, Marcos, Llanes Santiago, Orestes
Название: Monitoring Multimode Continuous Processes
ISBN: 303054737X ISBN-13(EAN): 9783030547370
Издательство: Springer
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Цена: 93160.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book examines recent methods for data-driven fault diagnosis of multimode continuous processes. The book provides both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different areas: statistics, unsupervised, and supervised learning.

Caring and Well-being

Автор: Galvin, Kathleen (University of Hull, UK) Todres, Les (University of Bournemouth, UK)
Название: Caring and Well-being
ISBN: 1138809241 ISBN-13(EAN): 9781138809246
Издательство: Taylor&Francis
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Цена: 53070.00 T
Наличие на складе: Нет в наличии.
Описание: This book is concerned with how we can humanise health and social care, keeping the person at the centre of practice. Investigating what it means to be human in a health and social care context, it presents new perspectives about how professionals can enhance their capacity for humanly sensitive care.

Big Data Analytics In Bioinformatics And Healthcare

Автор: Wang, Li & Perrizo
Название: Big Data Analytics In Bioinformatics And Healthcare
ISBN: 1466666110 ISBN-13(EAN): 9781466666115
Издательство: Mare Nostrum (Eurospan)
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Цена: 247630.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: As technology evolves and electronic data becomes more complex, digital medical record management and analysis becomes a challenge. In order to discover patterns and make relevant predictions based on large data sets, researchers and medical professionals must find new methods to analyze and extract relevant health information.Big Data Analytics in Bioinformatics and Healthcare merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management. Complete with interdisciplinary research resources, this publication is an essential reference source for researchers, practitioners, and students interested in the fields of biological computation, database management, and health information technology, with a special focus on the methodologies and tools to manage massive and complex electronic information.

How Healthcare Data Privacy Is Almo

Автор: Trinckes, Jr.
Название: How Healthcare Data Privacy Is Almo
ISBN: 1498783953 ISBN-13(EAN): 9781498783958
Издательство: Taylor&Francis
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Цена: 63280.00 T
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Описание:

The healthcare industry is under privacy attack. The book discusses the issues from the healthcare organization and individual perspectives. Someone hacking into a medical device and changing it is life-threatening. Personal information is available on the black market. And there are increased medical costs, erroneous medical record data that could lead to wrong diagnoses, insurance companies or the government data-mining healthcare information to formulate a medical 'FICO' score that could lead to increased insurance costs or restrictions of insurance. Experts discuss these issues and provide solutions and recommendations so that we can change course before a Healthcare Armageddon occurs.


Developing a Data Warehouse for the Healthcare Enterprise

Автор: Bergeron
Название: Developing a Data Warehouse for the Healthcare Enterprise
ISBN: 1138502960 ISBN-13(EAN): 9781138502963
Издательство: Taylor&Francis
Рейтинг:
Цена: 137810.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This third edition to the award-winning book is a straightforward view of a clinical data warehouse development project, from inception through implementation and follow-up. Through first-hand experiences from individuals charged with such an implementation, this book offers guidance and multiple perspectives on the data warehouse development process – from the initial vision to system-wide release. The book provides valuable lessons learned during a data warehouse implementation at King Faisal Specialist Hospital and Research Center (KFSH&RC) in Riyadh, Saudi Arabia – a large, modern, tertiary-care hospital with an IT environment that parallels a typical U.S. hospital. This book also examines the value of the data warehouse from the perspectives of a large healthcare system in the U.S. and a corporate health services business unit. Special features of the book include a sample RFP, data warehouse project plan, and information analysis template. A helpful glossary and acronyms list are included.

Transforming Healthcare with Big Data and AI

Автор: Alex Lui, Anna Farzinder, Mingboo Gong
Название: Transforming Healthcare with Big Data and AI
ISBN: 164113898X ISBN-13(EAN): 9781641138987
Издательство: Mare Nostrum (Eurospan)
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Цена: 87780.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The past decade has seen giant leaps in AI, machine learning, wearable technologies, and data mining capacities. This book examines the crossroads of these two fields and looks to the future of leveraging advanced technologies and developing data ecosystems to the healthcare field.

Data Science and Medical Informatics in Healthcare Technologies

Автор: Thi Dieu Linh Nguyen, Lu Zhongyu (joan)
Название: Data Science and Medical Informatics in Healthcare Technologies
ISBN: 9811630313 ISBN-13(EAN): 9789811630316
Издательство: Springer
Цена: 60550.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

This book highlights a timely and accurate insight at the endeavour of the bioinformatics and genomics clinicians from industry and academia to address the societal needs. The contents of the book unearth the lacuna between the medication and treatment in the current preventive medicinal and pharmaceutical system. It contains chapters prepared by experts in life sciences along with data scientists for examining the circumstances of health care system for the next decade. It also highlights the automated processes for analyzing data in clinical trial research, specifically for drug development. Additionally, the data science solutions provided in this book help pharmaceutical companies to improve on what had historically been manual, costly and laborious process for cross-referencing research in clinical trials on drug development, while laying the groundwork for use with a full range of other drugs for the conditions ranging from tuberculosis, to diabetes, to heart attacks and many others.


Clinical Surveillance

Автор: Zaleski, John
Название: Clinical Surveillance
ISBN: 0367369303 ISBN-13(EAN): 9780367369309
Издательство: Taylor&Francis
Рейтинг:
Цена: 46950.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: For more than a decade, the focus on information technology has been on capturing and sharing data from the patient within an all-encompassing record, to promote improved longitudinal oversight in the care of the patient. A key element to improved patient care has been the automated capture of data from durable medical devices.

Clinical Surveillance

Автор: Zaleski, John
Название: Clinical Surveillance
ISBN: 0367373866 ISBN-13(EAN): 9780367373863
Издательство: Taylor&Francis
Рейтинг:
Цена: 137810.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: For more than a decade, the focus on information technology has been on capturing and sharing data from the patient within an all-encompassing record, to promote improved longitudinal oversight in the care of the patient. A key element to improved patient care has been the automated capture of data from durable medical devices.

Smart Medical Data Sensing and IoT Systems Design in Healthcare

Автор: Chakraborty Chinmay
Название: Smart Medical Data Sensing and IoT Systems Design in Healthcare
ISBN: 1799802612 ISBN-13(EAN): 9781799802617
Издательство: Mare Nostrum (Eurospan)
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Цена: 246710.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Smart healthcare technology improves the diagnosis and treatment of patients, provides easy access to medical facilities and emergency care services, and minimizes the gaps between patients and healthcare providers. While clinical data protection remains a major challenge, innovations such as the internet of medical things and smart healthcare systems increase the efficiency and quality of patient care. Healthcare technology can only become faster, more profitable, and more flexible as additional research on its advancements is conducted and collected.

Smart Medical Data Sensing and IoT Systems Design in Healthcare is an essential reference source that focuses on robust and easy solutions for the delivery of medical information from patients to doctors and explores low-cost, high-performance, highly efficient, deployable IoT system options in healthcare systems. Featuring research on topics such as hospital management systems, electronic health records, and bio-signals, this book is ideally designed for technologists, engineers, scientists, clinicians, biomedical engineers, hospital directors, doctors, nurses, healthcare practitioners, telemedical agents, students, and academicians seeking coverage on the latest technological developments in medical data analysis and connectivity.

Transforming Healthcare with Big Data and AI

Автор: Alex Lui, Anna Farzinder, Mingboo Gong
Название: Transforming Healthcare with Big Data and AI
ISBN: 1641138971 ISBN-13(EAN): 9781641138970
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 47130.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Healthcare and technology are at a convergence point where significant changes are poised to take place. The vast and complex requirements of medical record keeping, coupled with stringent patient privacy laws, create an incredibly unwieldy maze of health data needs. While the past decade has seen giant leaps in AI, machine learning, wearable technologies, and data mining capacities that have enabled quantities of data to be accumulated, processed, and shared around the globe. Transforming Healthcare with Big Data and AI examines the crossroads of these two fields and looks to the future of leveraging advanced technologies and developing data ecosystems to the healthcare field.

This book is the product of the Transforming Healthcare with Data conference, held at the University of Southern California. Many speakers and digital healthcare industry leaders contributed multidisciplinary expertise to chapters in this work. Authors’ backgrounds range from data scientists, healthcare experts, university professors, and digital healthcare entrepreneurs. If you have an understanding of data technologies and are interested in the future of Big Data and A.I. in healthcare, this book will provide a wealth of insights into the new landscape of healthcare.


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