Terminology, Ontology and their Implementations, Elkin

Автор: Rivas
Название: Digital Health
ISBN: 3031176650 ISBN-13(EAN): 9783031176654
Издательство: Springer
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Цена: 93160.00 T
Наличие на складе: Поставка под заказ.
Описание: This extensively updated second edition describes the increasing use of digital health technologies. It reflects and describes the scenario that healthcare consumers and providers have realized the potential of digital health technologies in light of the recent global healthcare issues, such as the COVID-19 pandemic. Smartphones have become a medical hub through which patients can connect with their medical practitioners and share their vital signs collected through wearables. Concurrently, consumer mobile health apps have shifted from providing generic functionalities to supporting specific diseases such as hypertension, diabetes and cancer. Advancements in digital healthcare have also assisted clinicians, who have relied on artificial intelligence-based applications to support their decision-making. The extent to which digital health has advanced, and is being used by medical professionals and patients, is at the core of this book. Digital Health: From Assumptions to Implementations addresses the emerging trends and enabling tools contributing to technological advances in 21st Century healthcare practice. These areas include generic topics such as mobile health and telemedicine, as well as specific concepts such as social media for health, wearables and quantified-self trends. Also covered are the psychological models leveraged in the design of solutions to persuade us to follow some recommended actions, the design and educational facets of the proposed innovations, as well as ethics, privacy, security and liability aspects influencing its acceptance. Furthermore, sections on economic aspects of the proposed innovations are included, analyzing the potential business models and entrepreneurship opportunities in the domain.

Автор: Elkin
Название: Terminology, Ontology and their Implementations
ISBN: 3031113012 ISBN-13(EAN): 9783031113017
Издательство: Springer
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Цена: 46570.00 T
Наличие на складе: Поставка под заказ.
Описание: This set of teaching notes provides extensive guidance for educators related to its sister title and contains numerous tools and questions to help educators provide didactics and evaluation of students in this essential area of biomedical informatics. This is needed to understand the central topics of ontology, terminology and terminological systems in healthcare. Twenty-five years ago the notion that ontology would be essential to knowledge representation in healthcare was all but unknown. Almost all important terminologies and many ontologies are now in wide use and are growing in importance. With no general model of what a ontology and terminology should be, there are an increasing number of tools to support ontology / terminology development, implementation and maintenance. Steady progress since then has improved both ontology / terminology content and the technology and processes used to sustain that content. Terminology, Ontology and their Implementations: Teaching Guide and Notes provides extensive teaching materials to accompany Terminology, Ontology and their Implementations . It provides further definition of the topic and explains the use of reference terminologies needed to use them safely. It contains questions and explanations from each section of the textbook, making it easier to use the text in teaching Health Informatics students. The authors also provide supplementary information about the questions, their relevance and their relation to other concepts. This book augments Terminology, Ontology and their Implementations by assisting the understanding of terminology services and the architecture for terminological servers, and consequently serves as an essential tool for educators in their efforts to teach students in their study of health informatics.

Автор: Subair Saad, Thron Christopher
Название: Implementations and Applications of Machine Learning
ISBN: 3030378292 ISBN-13(EAN): 9783030378295
Издательство: Springer
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Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides step-by-step explanations of successful implementations and practical applications of machine learning. deep convolutional neural networks with performance enhancement techniques (including network design, learning rate optimization, data augmentation, transfer learning);

Автор: Subair Saad, Thron Christopher
Название: Implementations and Applications of Machine Learning
ISBN: 3030378322 ISBN-13(EAN): 9783030378325
Издательство: Springer
Цена: 139750.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides step-by-step explanations of successful implementations and practical applications of machine learning. deep convolutional neural networks with performance enhancement techniques (including network design, learning rate optimization, data augmentation, transfer learning);