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Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics, Kumar, Abhishek


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Цена: 7042.00р.
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Автор: Kumar, Abhishek
Название:  Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics
ISBN: 9780367676346
Издательство: Taylor&Francis
Классификация:

















ISBN-10: 0367676346
Обложка/Формат: Paperback
Страницы: 224
Вес: 0.38 кг.
Дата издания: 07.10.2024
Серия: Innovations in Big Data and Machine Learning
Иллюстрации: 5 tables, black and white; 54 line drawings, black and white; 52 halftones, black and white; 106 illustrations, black and white
Размер: 234 x 156
Основная тема: Intelligent Systems
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание: In the last two decades, machine learning has developed dramatically and is still experiencing a fast and everlasting change in paradigms, methodology, applications and other aspects. This book offers a compendium of current and emerging machine learning paradigms in healthcare informatics and reflects on their diversity and complexity. Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics presents a variety of techniques designed to enhance and empower multi-disciplinary and multi-institutional machine learning research. It provides many case studies and a panoramic view of data and machine learning techniques, providing the opportunity for novel insights and discoveries. The book explores the theory and practical applications in healthcare and includes a guided tour of machine learning algorithms, architecture design and interdisciplinary challenges.This book is useful for research scholars and students involved in critical condition analysis and computation models.
Дополнительное описание: 1. Machine Learning in Healthcare. 2. Feature Extraction and Applications of Bio Signals. 3. Machine Learning Methods for Managing Parkinson’s Disease. 4. Challenges of Medical Text and Image Processing. 5. Machine Learning Solutions in Computer-Aided Med



Automatic Tuning of Compilers Using Machine Learning

Автор: Ashouri
Название: Automatic Tuning of Compilers Using Machine Learning
ISBN: 3319714880 ISBN-13(EAN): 9783319714882
Издательство: Springer
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Цена: 6986.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book explores break-through approaches to tackling and mitigating the well-known problems of compiler optimization using design space exploration and machine learning techniques.

Noise Filtering for Big Data Analytics

Автор: Koushik Ghosh, Souvik Bhattacharyya
Название: Noise Filtering for Big Data Analytics
ISBN: 3110697092 ISBN-13(EAN): 9783110697094
Издательство: Walter de Gruyter
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Цена: 26024.00 р.
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Описание: This book explains how to perform data de-noising, in large scale, with a satisfactory level of accuracy. Three main issues are considered. Firstly, how to eliminate the error propagation from one stage to next stages while developing a filtered model.

Secondly, how to maintain the positional importance of data whilst purifying it. Finally, preservation of memory in the data is crucial to extract smart data from noisy big data. If, after the application of any form of smoothing or filtering, the memory of the corresponding data changes heavily, then the final data may lose some important information.

This may lead to wrong or erroneous conclusions. But, when anticipating any loss of information due to smoothing or filtering, one cannot avoid the process of denoising as on the other hand any kind of analysis of big data in the presence of noise can be misleading. So, the entire process demands very careful execution with efficient and smart models in order to effectively deal with it.

Artificial Intelligence and Machine Learning in Public Healthcare: Opportunities and Societal Impact

Автор: Santosh Kc, Gaur Loveleen
Название: Artificial Intelligence and Machine Learning in Public Healthcare: Opportunities and Societal Impact
ISBN: 9811667675 ISBN-13(EAN): 9789811667671
Издательство: Springer
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Цена: 9083.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: It also helps find ways in which we can measure possible consequences and societal impacts by taking the following factors into account: open public health issues and common AI solutions (with multiple case studies, such as TB and SARS: COVID-19), AI in sustainable health care, AI in precision medicine and data privacy issues.

Artificial Intelligence-based Healthcare Systems

Автор: Manju
Название: Artificial Intelligence-based Healthcare Systems
ISBN: 3031419243 ISBN-13(EAN): 9783031419249
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This book explores new applications in the field of science and technology for healthcare systems. The main focus of this book is to devise smart, efficient and robust solutions for the health care sector to serve the major population of rural areas. Artificial Intelligence-based Healthcare Systems encourages scientists, engineers, and scholars across the multiple disciplines to design smart intelligent innovations on rural healthcare issues and motivate to collaborate multiple ideas to design best solutions. It also helps the readers at various levels of knowledge to further enhance their understanding for new tools and smart solutions.

Artificial Intelligence for Healthcare: Interdisciplinary Partnerships for Analytics-Driven Improvements in a Post-Covid World

Автор: Suen Sze-Chuan, Scheinker David, Enns Eva
Название: Artificial Intelligence for Healthcare: Interdisciplinary Partnerships for Analytics-Driven Improvements in a Post-Covid World
ISBN: 1108836739 ISBN-13(EAN): 9781108836739
Издательство: Cambridge University Press
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Цена: 18564.00 р.
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Описание: This overview of interdisciplinary research partnerships applying AI, IE, and OR in societal and operational problems in a variety of healthcare settings highlights how engineering has contributed to medical knowledge, health system operations, and behavioral health. Chapter authors include doctors, policy-makers, social scientists, and engineers.

Big Data Analytics and Artificial Intelligence in the Healthcare Industry

Автор: Machado Josй, Peixoto Hugo, Sousa Regina
Название: Big Data Analytics and Artificial Intelligence in the Healthcare Industry
ISBN: 1799891720 ISBN-13(EAN): 9781799891727
Издательство: Mare Nostrum (Eurospan)
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Цена: 95006.00 р.
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Описание: Focuses on technologies and emerging topics regarding innovative solutions applied to the healthcare industry, including Big Data and Artificial Intelligence for enhancing human quality of life, as well as related challenges. The book also presents research on theoretical, methodological, and technological developments, and new applications.

Healthcare Industry 4.0

Автор: Karthikeyan, P.
Название: Healthcare Industry 4.0
ISBN: 1032385154 ISBN-13(EAN): 9781032385150
Издательство: Taylor&Francis
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Цена: 14239.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Actionable Intelligence in Healthcare

Автор: Liebowitz, Jay
Название: Actionable Intelligence in Healthcare
ISBN: 1032476869 ISBN-13(EAN): 9781032476865
Издательство: Taylor&Francis
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Цена: 6889.00 р.
Наличие на складе: Нет в наличии.

Actionable Intelligence in Healthcare

Название: Actionable Intelligence in Healthcare
ISBN: 149877993X ISBN-13(EAN): 9781498779937
Издательство: Taylor&Francis
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Цена: 13473.00 р.
Наличие на складе: Нет в наличии.

Healthcare industry 4.0

Название: Healthcare industry 4.0
ISBN: 1032385170 ISBN-13(EAN): 9781032385174
Издательство: Taylor&Francis
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Цена: 7042.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics

Автор: Kumar Abhishek, Dubey Ashutosh Kumar, Anavatti Sreenatha G.
Название: Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics
ISBN: 0367676338 ISBN-13(EAN): 9780367676339
Издательство: Taylor&Francis
Рейтинг:
Цена: 22202.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: In the last two decades, machine learning has been dramatically developed and is still experiencing a fast and ever-lasting change in paradigm, methodology, applications, and other aspects. This book offers a compendium of current and emerging machine learning paradigms in healthcare informatics and reflects on the diversity and complexity.

Healthcare Big Data Analytics: Computational Optimization and Cohesive Approaches

Автор: Akash Kumar Bhoi, Ranjit Panigrahi, Rutvij H. Jhaveri, Victor, Hugo C. de Albuquerque
Название: Healthcare Big Data Analytics: Computational Optimization and Cohesive Approaches
ISBN: 3110750732 ISBN-13(EAN): 9783110750737
Издательство: Walter de Gruyter
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Цена: 32533.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

This book highlights how optimized big data applications can be used for patient monitoring and clinical diagnosis. In fact, IoT based applications are data driven and mostly employs modern optimization techniques. This book also explores challenges, opportunities, and future research directions, and discusses the data collection and pre-processing stages, challenges and issues in data collection, data handling, and data collection set-up.


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