Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics, Kumar, Abhishek
Автор: Ashouri Название: Automatic Tuning of Compilers Using Machine Learning ISBN: 3319714880 ISBN-13(EAN): 9783319714882 Издательство: Springer Рейтинг: 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.
Автор: Koushik Ghosh, Souvik Bhattacharyya Название: Noise Filtering for Big Data Analytics ISBN: 3110697092 ISBN-13(EAN): 9783110697094 Издательство: Walter de Gruyter Рейтинг: Цена: 26024.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
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.
Автор: Manju Название: Artificial Intelligence-based Healthcare Systems ISBN: 3031419243 ISBN-13(EAN): 9783031419249 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
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.
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) Рейтинг: Цена: 95006.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
Автор: Karthikeyan, P. Название: Healthcare Industry 4.0 ISBN: 1032385154 ISBN-13(EAN): 9781032385150 Издательство: Taylor&Francis Рейтинг: Цена: 14239.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Liebowitz, Jay Название: Actionable Intelligence in Healthcare ISBN: 1032476869 ISBN-13(EAN): 9781032476865 Издательство: Taylor&Francis Рейтинг: Цена: 6889.00 р. Наличие на складе: Нет в наличии.
Название: Actionable Intelligence in Healthcare ISBN: 149877993X ISBN-13(EAN): 9781498779937 Издательство: Taylor&Francis Рейтинг: Цена: 13473.00 р. Наличие на складе: Нет в наличии.
Название: Healthcare industry 4.0 ISBN: 1032385170 ISBN-13(EAN): 9781032385174 Издательство: Taylor&Francis Рейтинг: Цена: 7042.00 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.
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 Рейтинг: 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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