Shulph Ink
Digital Phenotyping and Mobile Sensing: New Developments in Psychoinformatics
Digital Phenotyping and Mobile Sensing: New Developments in Psychoinformatics
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- More about Digital Phenotyping and Mobile Sensing: New Developments in Psychoinformatics
This book provides insights into cutting-edge applications of digital phenotyping and mobile sensing for studying human behavior and planning innovative e-healthcare interventions. It covers theoretical perspectives, scientific and professional practices, and emerging trends, including machine learning, big data, and deep learning approaches. It also discusses privacy and ethics issues and presents case studies.
Format: Hardback
Length: 457 pages
Publication date: 23 July 2022
Publisher: Springer Nature Switzerland AG
This comprehensive book delves into the cutting-edge applications of digital phenotyping and mobile sensing in studying human behavior and developing innovative e-healthcare interventions. Written by esteemed researchers, the chapters cover both theoretical perspectives and practical insights into the use and development of these technologies. They explore novel applications of mobile sensing, such as predicting personality traits or mental and behavioral health based on smartphone usage patterns, while also highlighting emerging trends, including machine learning, big data, and deep learning approaches, as well as their integration with AI and expert systems.
The book also addresses important issues related to privacy and ethics, alongside selected case studies. In its extensively revised and expanded second edition, this book offers researchers and professionals a wealth of information on the latest developments in digital phenotyping and mobile sensing. It particularly emphasizes trends in diagnostic systems and AI applications, providing valuable insights into future research directions in public health and social sciences.
Overall, this book serves as a valuable resource for scholars, researchers, and practitioners seeking to leverage the power of digital phenotyping and mobile sensing in understanding and improving human behavior and delivering effective healthcare solutions.
Weight: 866g
Dimension: 165 x 242 x 34 (mm)
ISBN-13: 9783030985455
Edition number: 2nd ed. 2023
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