Social Risk Factor Prediction Utilizing Social Big Data

Social Risk Factor Prediction Utilizing Social Big Data
Author: The Korea Institute for Health and Social Affairs (South Korea)
Publisher: 길잡이미디어
Total Pages: 98
Release: 2014-11-20
Genre: Big data
ISBN: 8968271283
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CHAPTER 1 Introduction CHAPTER 2 Healthcare & Welfare 3.0 and Big Data 1. Measures to Push Forward Big Data in Healthcare and Welfare 2. Effective Big Data Utilization Measures in Healthcare and Welfare Area CHAPTER 3 Adolescent Suicide Risk Prediction Factors by Using Social Big Data: With Application of Decision Tree of Data Mining 1. Research Methods 2. Research Results 3. Discussion and Policy Proposal 4. Conclusion CHAPTER 4 Predictive Model of Risk Factors by Korean Cyber Bullying Types: With Application of Data Mining Using Social Big Data 1. Research Methods 2. Research Results 3. Conclusion CHAPTER 5 Methods of Social Risk Factors Prediction Utilizing Social Big Data

Nursing Informatics 2016

Nursing Informatics 2016
Author: W. Sermeus
Publisher: IOS Press
Total Pages: 1148
Release: 2016-07-21
Genre: Health & Fitness
ISBN: 161499658X
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As the importance of electronic and digital devices in the provision of healthcare increases, so does the need for interdisciplinary collaboration to make the most of the new technical possibilities which have become available. This book presents the proceedings of the 13th International Conference on Nursing Informatics, held in Geneva, Switzerland, in June 2016. This biennial international conference provides one of the most important opportunities for healthcare professionals from around the world to gather and exchange expertise in the research and practice of both basic and applied nursing informatics. The theme of this 13th conference is eHealth for All: Every Level Collaboration – From Project to Realization. The book includes all full papers, as well as workshops, panels and poster summaries from the conference. Subjects covered include a wide range of topics, from robotic assistance in managing medication to intelligent wardrobes, and from low-cost wearables for fatigue and back stress management to big data analytics for optimizing work processes, and the book will be of interest to all those working in the design and provision of healthcare today.

AI-Centric Modeling and Analytics

AI-Centric Modeling and Analytics
Author: Alex Khang
Publisher: CRC Press
Total Pages: 356
Release: 2023-12-06
Genre: Technology & Engineering
ISBN: 1003815383
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This book shares new methodologies, technologies, and practices for resolving issues associated with leveraging AI-centric modeling, data analytics, machine learning-aided models, Internet of Things-driven applications, and cybersecurity techniques in the era of Industrial Revolution 4.0. AI-Centric Modeling and Analytics: Concepts, Technologies, and Applications focuses on how to implement solutions using models and techniques to gain insights, predict outcomes, and make informed decisions. This book presents advanced AI-centric modeling and analysis techniques that facilitate data analytics and learning in various applications. It offers fundamental concepts of advanced techniques, technologies, and tools along with the concept of real-time analysis systems. It also includes AI-centric approaches for the overall innovation, development, and implementation of business development and management systems along with a discussion of AI-centric robotic process automation systems that are useful in many government and private industries. This reference book targets a mixed audience of engineers and business analysts, researchers, professionals, and students from various fields.

Participatory Health Through Social Media

Participatory Health Through Social Media
Author: Shabbir Syed-Abdul
Publisher: Academic Press
Total Pages: 164
Release: 2016-06-10
Genre: Health & Fitness
ISBN: 0128095482
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Participatory Health through Social Media explores how traditional models of healthcare can be delivered differently through social media and online games, and how these technologies are changing the relationship between patients and healthcare professionals, as well as their impact on health behavior change. The book also examines how the hospitals, public health authorities, and inspectorates are currently using social media to facilitate both information distribution and collection. Also looks into the opportunities and risks to record and analyze epidemiologically relevant data retrieved from the Internet, social media, sensor data, and other digital sources. The book encompasses topics such as patient empowerment, gamification and social games, and the relationships between social media, health behavior change, and health communication crisis during epidemics. Additionally, the book analyzes the possibilities of big data generated through social media. Authored by IMIA Social Media working group, this book is a valuable resource for healthcare researchers and professionals, as well as clinicians interested in using new media as part of their practice or research. - Presents a multidisciplinary point of view providing the readers with a broader perspective - Brings the latest case studies and technological advances in the area, supported by an active international community of members who actively work in this area - Endorsed by IMIA Social Media workgroup, guaranteeing trustable information from the most relevant experts on the subject - Examines how the hospitals, public health authorities, and inspectorates are currently using social media to facilitate both information distribution and collection

Analyzing Current Digital Healthcare Trends Using Social Networks

Analyzing Current Digital Healthcare Trends Using Social Networks
Author: Baral, Sukanta Kumar
Publisher: IGI Global
Total Pages: 330
Release: 2024-04-05
Genre: Computers
ISBN:
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In the world of digital healthcare, a critical issue looms large, demanding the immediate attention of academic scholars. The convergence of developing medical technologies, innovative digital solutions, and intricate healthcare structures has set the stage for a seismic transformation. However, the understanding of this evolving landscape remains inadequate, and the urgency to decipher these intricacies has never been more pressing. As we witness the rapid expansion of mobile-based digital healthcare, a fundamental problem becomes evident – a lack of comprehensive research on the industry's structure and dynamics. This gaping void in knowledge is the challenge that Analyzing Current Digital Healthcare Trends Using Social Networks undertakes with groundbreaking academic rigor. This book is a key resolution to this overarching problem, and it is meticulously designed to serve academic scholars seeking to unravel the intricacies of the digital healthcare ecosystem. By delving deep into the web of stakeholders, industry-specific challenges, and regulatory frameworks, it provides a comprehensive analysis that is long overdue. Extensive use of research articles, case studies, and empirical evidence serves as a compass to navigate the complexities of digital healthcare. The ultimate goal is to empower academic scholars with knowledge, bridging the gap between theory and practice.

Integrating Social Care into the Delivery of Health Care

Integrating Social Care into the Delivery of Health Care
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
Total Pages: 195
Release: 2020-01-30
Genre: Medical
ISBN: 0309493439
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Integrating Social Care into the Delivery of Health Care: Moving Upstream to Improve the Nation's Health was released in September 2019, before the World Health Organization declared COVID-19 a global pandemic in March 2020. Improving social conditions remains critical to improving health outcomes, and integrating social care into health care delivery is more relevant than ever in the context of the pandemic and increased strains placed on the U.S. health care system. The report and its related products ultimately aim to help improve health and health equity, during COVID-19 and beyond. The consistent and compelling evidence on how social determinants shape health has led to a growing recognition throughout the health care sector that improving health and health equity is likely to depend â€" at least in part â€" on mitigating adverse social determinants. This recognition has been bolstered by a shift in the health care sector towards value-based payment, which incentivizes improved health outcomes for persons and populations rather than service delivery alone. The combined result of these changes has been a growing emphasis on health care systems addressing patients' social risk factors and social needs with the aim of improving health outcomes. This may involve health care systems linking individual patients with government and community social services, but important questions need to be answered about when and how health care systems should integrate social care into their practices and what kinds of infrastructure are required to facilitate such activities. Integrating Social Care into the Delivery of Health Care: Moving Upstream to Improve the Nation's Health examines the potential for integrating services addressing social needs and the social determinants of health into the delivery of health care to achieve better health outcomes. This report assesses approaches to social care integration currently being taken by health care providers and systems, and new or emerging approaches and opportunities; current roles in such integration by different disciplines and organizations, and new or emerging roles and types of providers; and current and emerging efforts to design health care systems to improve the nation's health and reduce health inequities.

Digital Mental Health

Digital Mental Health
Author: Ives Cavalcante Passos
Publisher: Springer Nature
Total Pages: 263
Release: 2023-01-01
Genre: Medical
ISBN: 3031106989
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This innovative book focuses on potential, limitations, and recommendations for the digital mental health landscape. Authors synthesize existing literature on the validity of digital health technologies, including smartphones apps, sensors, chatbots and telepsychiatry for mental health disorders. They also note that collecting real-time biological information is usually better than just collect filled-in forms, and that will also mitigate problems related to recall bias in clinical appointments. Limitations such as confidentiality, engagement and retention rates are moreover discussed. Presented in fifteen chapters, the work addresses the following questions: may smartphones and sensors provide more accurate information about patients’ symptoms between clinical appointments, which in turn avoid recall bias? Is there evidence that digital phenotyping could help in clinical decisions in mental health? Is there scientific evidence to support the use of mobile interventions in mental health? Digital Mental Health will help clinicians and researchers, especially psychiatrists and psychologists, to define measures and to determine how to test apps or usefulness, feasibility and efficacy in order to develop a consensus about reliability. These professionals will be armed with the latest evidence as well as prepared to a new age of mental health.

Key Topics in Psychological Methods

Key Topics in Psychological Methods
Author:
Publisher: Springer Nature
Total Pages: 141
Release: 2022
Genre: Electronic books
ISBN: 3031199227
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This volume features cutting-edge and impactful articles from across Springer's diverse journals publishing program. In this curated collection, our editorial team has brought together highly-cited and downloaded articles on the topic of Psychological Methods into one single resource. Moreover, this book enables readers to review a broad spectrum of quality research on a specialized topic, which we hope facilitates interdisciplinary and critical discussions of the topic at hand. As part of the Key Topics in Behavioral Sciences book series, this volume aims to serve as a quick reference for readers when writing or researching new topics or subject areas. Other topics in the series will include Psychological Research Methods, Health and Behavior, Industrial and Organizational Psychology, Sports Psychology, and Consumer Behavior. In the first section of the volume, articles focus on such topics as Artificial Intelligence, Cultural Learning, Human Evolution, Human-Computer Interaction, Referential Triangle, Social Interaction, Differences, Diversity, Evolution, Genetics, Populations, and Race. Next, the second section features research on Double Dialogicality, Generalization, Qualitative Research, Single Case, Data Analysis, Data Screening, Insufficient Effort Responding, Research Design, Research Methods, and Survey Research. Lastly in the final section of this collection, Data Snooping, Harking, Publication Bias, Simulation, Open Science, Philosophy Of Science, Questionable Research Practices, Research Ethics, Content-Analysis, Dictionary Analysis, Natural Language Processing, Structural Topic Modeling, Text Analysis, Thematic Analysis, and Topic Modeling are discussed.