Advancing Healthcare through Data-driven Innovations

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Author :
Publisher : CRC Press
ISBN 13 : 1040302785
Total Pages : 207 pages
Book Rating : 4.0/5 (43 download)

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Book Synopsis Advancing Healthcare through Data-driven Innovations by : Gunjan Rehani

Download or read book Advancing Healthcare through Data-driven Innovations written by Gunjan Rehani and published by CRC Press. This book was released on 2024-12-19 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book emphasizes the role of data in driving healthcare transformation, providing readers with a roadmap for understanding and effectively implementing data-driven innovations. It delves into the applications of big data analytics, unveiling valuable insights and offering real-time decision support to healthcare professionals and goes on to review the role of machine learning and artificial intelligence in enabling accurate diagnosis, personalized treatment recommendations, and predictive modeling. The book is an invaluable resource for healthcare professionals, researchers, policymakers, and technology enthusiasts alike. Its practical insights and perspectives empower stakeholders to leverage data-driven technologies effectively, thus fostering continuous improvements in patient care and shaping a brighter future for the healthcare industry as a whole.

Advancing Healthcare Through Data-Driven Innovations

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Author :
Publisher :
ISBN 13 : 9781032737171
Total Pages : 0 pages
Book Rating : 4.7/5 (371 download)

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Book Synopsis Advancing Healthcare Through Data-Driven Innovations by : Aditya Gupta

Download or read book Advancing Healthcare Through Data-Driven Innovations written by Aditya Gupta and published by . This book was released on 2024-12-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Advancing Healthcare through Data-Driven Innovations" explores how technologies like data analytics, big data, machine learning, and blockchain can revolutionize healthcare.

Artificial Intelligence in Healthcare

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Author :
Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. - Highlights different data techniques in healthcare data analysis, including machine learning and data mining - Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks - Includes applications and case studies across all areas of AI in healthcare data

New Horizons for a Data-Driven Economy

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Author :
Publisher : Springer
ISBN 13 : 3319215698
Total Pages : 312 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis New Horizons for a Data-Driven Economy by : José María Cavanillas

Download or read book New Horizons for a Data-Driven Economy written by José María Cavanillas and published by Springer. This book was released on 2016-04-04 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book readers will find technological discussions on the existing and emerging technologies across the different stages of the big data value chain. They will learn about legal aspects of big data, the social impact, and about education needs and requirements. And they will discover the business perspective and how big data technology can be exploited to deliver value within different sectors of the economy. The book is structured in four parts: Part I “The Big Data Opportunity” explores the value potential of big data with a particular focus on the European context. It also describes the legal, business and social dimensions that need to be addressed, and briefly introduces the European Commission’s BIG project. Part II “The Big Data Value Chain” details the complete big data lifecycle from a technical point of view, ranging from data acquisition, analysis, curation and storage, to data usage and exploitation. Next, Part III “Usage and Exploitation of Big Data” illustrates the value creation possibilities of big data applications in various sectors, including industry, healthcare, finance, energy, media and public services. Finally, Part IV “A Roadmap for Big Data Research” identifies and prioritizes the cross-sectorial requirements for big data research, and outlines the most urgent and challenging technological, economic, political and societal issues for big data in Europe. This compendium summarizes more than two years of work performed by a leading group of major European research centers and industries in the context of the BIG project. It brings together research findings, forecasts and estimates related to this challenging technological context that is becoming the major axis of the new digitally transformed business environment.

Integrating Social Care into the Delivery of Health Care

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Author :
Publisher : National Academies Press
ISBN 13 : 0309493439
Total Pages : 195 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Integrating Social Care into the Delivery of Health Care by : National Academies of Sciences, Engineering, and Medicine

Download or read book Integrating Social Care into the Delivery of Health Care written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-01-30 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

AI-Driven Innovations in Digital Healthcare: Emerging Trends, Challenges, and Applications

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 393 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis AI-Driven Innovations in Digital Healthcare: Emerging Trends, Challenges, and Applications by : Khang, Alex

Download or read book AI-Driven Innovations in Digital Healthcare: Emerging Trends, Challenges, and Applications written by Khang, Alex and published by IGI Global. This book was released on 2024-02-09 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within the healthcare sector, a pressing need for transformative changes is growing. From chronic diseases to complex diagnostic procedures, the industry stands at the crossroads of technological innovation and a burgeoning demand for more efficient, precise interventions. Patient expectations are soaring, and the deluge of medical data is overwhelming traditional healthcare systems. It is within this challenging environment that AI-Driven Innovations in Digital Healthcare: Emerging Trends, Challenges, and Applications emerges as a beacon of insight and practical solutions. The traditional healthcare framework is struggling to keep pace with the diverse demands of patients and the ever-expanding volume of medical data. As diseases become more intricate, attempts to provide timely identification and precise treatment of ailments become increasingly elusive. The urgency for a paradigm shift in healthcare delivery is emphasized by the critical need for early interventions, particularly in disease prediction. This challenge necessitates a holistic approach that harnesses the power of artificial intelligence (AI) and innovative technologies to steer healthcare toward a more responsive and patient-centric future.

Data-Driven Quality Improvement and Sustainability in Health Care

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Author :
Publisher : Springer Publishing Company
ISBN 13 : 0826139442
Total Pages : 314 pages
Book Rating : 4.8/5 (261 download)

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Book Synopsis Data-Driven Quality Improvement and Sustainability in Health Care by : Patricia L. Thomas, PhD, RN, FAAN, FNAP, FACHE, NEA-BC, ACNS-BC, CNL

Download or read book Data-Driven Quality Improvement and Sustainability in Health Care written by Patricia L. Thomas, PhD, RN, FAAN, FNAP, FACHE, NEA-BC, ACNS-BC, CNL and published by Springer Publishing Company. This book was released on 2020-11-19 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data-Driven Quality Improvement and Sustainability in Health Care: An Interprofessional Approach provides nurse leaders and healthcare administrators of all disciplines with a solid understanding of data and how to leverage data to improve outcomes, fuel innovation, and achieve sustained results. It sets the stage by examining the current state of the healthcare landscape; new imperatives to meet policy, regulatory, and consumer demands; and the role of data in administrative and clinical decision-making. It helps the professional identify the methods and tools that support thoughtful and thorough data analysis and offers practical application of data-driven processes that determine performance in healthcare operations, value- and performance-based contracts, and risk contracts. Misuse or inconsistent use of data leads to ineffective and errant decision-making. This text highlights common barriers and pitfalls related to data use and provide strategies for how to avoid these pitfalls. In addition, chapters feature key points, reflection questions, and real-life interprofessional case exemplars to help the professional draw distinctions and apply principles to their own practice. Key Features: Provides nurse leaders and other healthcare administrators with an understanding of the role of data in the current healthcare landscape and how to leverage data to drive innovative and sustainable change Offers frameworks, methodology, and tools to support quality improvement measures Demonstrates the application of data and how it shapes quality and safety initiatives through real-life case exemplars Highlights common barriers and pitfalls related to data use and provide strategies for how to avoid these pitfalls

Essentials of Healthcare Analytics

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Author :
Publisher : Notion Press
ISBN 13 :
Total Pages : 391 pages
Book Rating : 4.8/5 (954 download)

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Book Synopsis Essentials of Healthcare Analytics by : Prof. Dr. R Gopal, Prof. Dr. Gagandeep Kaur Nagra, Dr. Priya Vij

Download or read book Essentials of Healthcare Analytics written by Prof. Dr. R Gopal, Prof. Dr. Gagandeep Kaur Nagra, Dr. Priya Vij and published by Notion Press. This book was released on 2024-08-28 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world where data-driven decisions can lead to changes in the land in health care, "Essentials of Healthcare Analytics" is the unique source of how to leverage that data to deliver better care at a lower cost and with better margins. This book delves deep into the great yet critical role that analytics play in health care and looks forward to how the technologies, methodologies, and best practices in this field are set to have their future defined. It could entail such diverse topics as foundational concepts through advanced applications, data integration, predictive modeling, and real-time analytics. Learn how to leverage state-of-the-art tools such as Python and R in data analysis and find out how machine learning and AI have changed patient care, personalized medicine, and healthcare management. Whether you are a working professional in healthcare, a data analyst, or a student who seeks to break into such an exciting field, Essentials of Healthcare Analytics will prepare you with knowledge and the right skill set to negotiate the complexities of healthcare through data and make this knowledge actionable for informed decisions. Embrace the future of healthcare with the deep understanding of how analytics can drive your organization towards innovation and efficiency.

Cybersecurity and Data Management Innovations for Revolutionizing Healthcare

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 402 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Cybersecurity and Data Management Innovations for Revolutionizing Healthcare by : Murugan, Thangavel

Download or read book Cybersecurity and Data Management Innovations for Revolutionizing Healthcare written by Murugan, Thangavel and published by IGI Global. This book was released on 2024-07-23 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s digital age, the healthcare industry is undergoing a paradigm shift towards embracing innovative technologies to enhance patient care, improve efficiency, and ensure data security. With the increasing adoption of electronic health records, telemedicine, and AI-driven diagnostics, robust cybersecurity measures and advanced data management strategies have become paramount. Protecting sensitive patient information from cyber threats is critical and maintaining effective data management practices is essential for ensuring the integrity, accuracy, and availability of vast amounts of healthcare data. Cybersecurity and Data Management Innovations for Revolutionizing Healthcare delves into the intersection of healthcare, data management, cybersecurity, and emerging technologies. It brings together a collection of insightful chapters that explore the transformative potential of these innovations in revolutionizing healthcare practices around the globe. Covering topics such as advanced analytics, data breach detection, and privacy preservation, this book is an essential resource for healthcare professionals, researchers, academicians, healthcare professionals, data scientists, cybersecurity experts, and more.

Contemporary Applications of Data Fusion for Advanced Healthcare Informatics

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Author :
Publisher : IGI Global
ISBN 13 : 1668489147
Total Pages : 549 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Contemporary Applications of Data Fusion for Advanced Healthcare Informatics by : Karthick, G.S.

Download or read book Contemporary Applications of Data Fusion for Advanced Healthcare Informatics written by Karthick, G.S. and published by IGI Global. This book was released on 2023-08-01 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain and artificial intelligence (AI) techniques play a crucial role in dealing with large amounts of heterogeneous, multi-scale, and multi-modal data coming from the internet of things (IoT) infrastructures. Therefore, further discussion on how the fusion of blockchain, IoT, and AI allows the design of models, mathematical models, methodologies, algorithms, evaluation benchmarks, and tools to address challenging problems related to health informatics, healthcare, and wellbeing is required. Contemporary Applications of Data Fusion for Advanced Healthcare Informatics covers the integration of IoT and AI to tackle applications in smart healthcare and discusses the efficient means to collect, monitor, control, optimize, model, and predict healthcare data using blockchain, AI, and IoT. The book also considers the advantages and improvements in the smart healthcare field, in which ubiquitous computing and traditional computational methods alone are often inadequate. Covering key topics such as disruptive technology, electronic health records, and medical data, this premier reference source is ideal for computer scientists, nurses, doctors, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Beyond Performance

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118097467
Total Pages : 302 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Beyond Performance by : Scott Keller

Download or read book Beyond Performance written by Scott Keller and published by John Wiley & Sons. This book was released on 2011-06-01 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: The secret of achieving and sustaining organizational excellence revealed In an ever-changing world where only a third of excellent organizations stay that way over the long term, and where even fewer are able to implement successful change programs, leaders are in need of big ideas and new tools to thrive. In Beyond Performance, McKinsey & Company's Scott Keller and Colin Price give you everything you need to build an organization that can execute in the short run and has the vitality to prosper over the long term. Drawing on the most exhaustive research effort of its kind on organizational effectiveness and change management, Keller and Price put hard science behind their big idea: that the health of an organization is equally as important as its performance. In the book's foreword, management guru Gary Hamel refers to this notion as "a new manifesto for thinking about organizations." The authors illustrate why copying management best practices from other companies is more dangerous than helpful Clearly explains how to determine the mutually reinforcing combination of management practices that best fits your organization's context Provides practical tools to achieve superior levels of performance and health through a staged change process: aspire, assess, architect, act, and advance. Among these are new techniques for dealing with those aspects of human behavior that are seemingly irrational (and therefore confound even the smartest leaders), yet entirely predictable Ultimately, building a healthy organization is an intangible asset that competitors copy at their peril and that enables you to skillfully adapt to and shape your environment faster than others—giving you the ultimate competitive advantage.

Analyzing Current Digital Healthcare Trends Using Social Networks

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 330 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Analyzing Current Digital Healthcare Trends Using Social Networks by : Baral, Sukanta Kumar

Download or read book Analyzing Current Digital Healthcare Trends Using Social Networks written by Baral, Sukanta Kumar and published by IGI Global. This book was released on 2024-04-05 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advancing Healthcare Through Personalized Medicine

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Author :
Publisher : Springer Nature
ISBN 13 : 3030801004
Total Pages : 755 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Advancing Healthcare Through Personalized Medicine by : Priya Hays

Download or read book Advancing Healthcare Through Personalized Medicine written by Priya Hays and published by Springer Nature. This book was released on 2021-09-27 with total page 755 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a unique perspective on the biomedical and societal implications of personalized medicine and how it helps to mitigate the healthcare crisis and rein in ever-growing expenditure. It introduces the reader to the underlying concepts at the heart of personalized medicine. An innovative second edition, this book functions as an update to the successful first edition to include new, state-of-the-art information and advancements in the fast-paced field of personalized medicine. Chapters examine pharmacogenomics, targeted therapies, individualized diagnosis and treatment, and cancer immunotherapies. The book also features an essential discussion on how the advent of genomic technologies gives clinicians the capability to predict and diagnose disease more efficiently and offers a detailed up-to-date compilation of clinical trials in cancer leading to breakthrough therapies. The book also addresses the impact of Big Data on personalized medicine and the newfound applications of digital health and artificial intelligence. A work that advocates for a patient-centered approach, Advancing Healthcare Through Personalized Medicine, Second Edition is an invaluable text for clinicians, healthcare providers, and patients.

Evidence-Based Medicine and the Changing Nature of Health Care

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Author :
Publisher : National Academies Press
ISBN 13 : 0309113695
Total Pages : 202 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Evidence-Based Medicine and the Changing Nature of Health Care by : Institute of Medicine

Download or read book Evidence-Based Medicine and the Changing Nature of Health Care written by Institute of Medicine and published by National Academies Press. This book was released on 2008-09-06 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on the work of the Roundtable on Evidence-Based Medicine, the 2007 IOM Annual Meeting assessed some of the rapidly occurring changes in health care related to new diagnostic and treatment tools, emerging genetic insights, the developments in information technology, and healthcare costs, and discussed the need for a stronger focus on evidence to ensure that the promise of scientific discovery and technological innovation is efficiently captured to provide the right care for the right patient at the right time. As new discoveries continue to expand the universe of medical interventions, treatments, and methods of care, the need for a more systematic approach to evidence development and application becomes increasingly critical. Without better information about the effectiveness of different treatment options, the resulting uncertainty can lead to the delivery of services that may be unnecessary, unproven, or even harmful. Improving the evidence-base for medicine holds great potential to increase the quality and efficiency of medical care. The Annual Meeting, held on October 8, 2007, brought together many of the nation's leading authorities on various aspects of the issues - both challenges and opportunities - to present their perspectives and engage in discussion with the IOM membership.

Cross-Industry AI Applications

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 412 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Cross-Industry AI Applications by : Paramasivan, P.

Download or read book Cross-Industry AI Applications written by Paramasivan, P. and published by IGI Global. This book was released on 2024-06-17 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of Artificial Intelligence (AI) amidst the backdrop of a world that is changing at lightning speed presents a whole new set of challenges. One of our biggest hurdles is more transparency in AI solutions. It's a complex issue, but one that we need to address if we want to ensure that the benefits of AI are accessible to everyone. Across diverse sectors such as healthcare, surveillance, and human-computer interaction, the inability to understand and evaluate AI's decision-making processes hinders progress and raises concerns about accountability. Cross-Industry AI Applications is a groundbreaking solution to illuminate the mysteries of AI-driven human behavior analysis. This pioneering book addresses the necessity of transparency and explainability in AI systems, particularly in analyzing human behavior. Compiling insights from leading experts and academics offers a comprehensive exploration of state-of-the-art methodologies, benchmarks, and systems for understanding and predicting human behavior using AI. Each chapter delves into novel approaches and real-world applications, from facial expressions to gesture recognition, providing invaluable knowledge for scholars and professionals alike.

Change Dynamics in Healthcare, Technological Innovations, and Complex Scenarios

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 348 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Change Dynamics in Healthcare, Technological Innovations, and Complex Scenarios by : Burrell, Darrell Norman

Download or read book Change Dynamics in Healthcare, Technological Innovations, and Complex Scenarios written by Burrell, Darrell Norman and published by IGI Global. This book was released on 2024-02-26 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world characterized by complexity and rapid change, the intersection of healthcare, social sciences, and technology presents a formidable challenge. The vast array of interconnected issues, ethical dilemmas, and technological advancements often evade comprehensive understanding within individual disciplines. The problem lies in the siloed approach to these critical domains, hindering our ability to navigate the complexities of our modern world effectively. Change Dynamics in Healthcare, Technological Innovations, and Complex Scenarios emerges as a transformative solution, offering a beacon of insight and knowledge to those grappling with the intricate dynamics of our interconnected society. Change Dynamics in Healthcare, Technological Innovations, and Complex Scenarios dives into organizational narratives, ethical challenges, and technological promises across healthcare, social sciences, and technology. It doesn't merely acknowledge the interplay between these disciplines; it celebrates their interconnectedness. By dissecting, analyzing, and synthesizing critical developments, this book serves as a compass, providing a rich resource for comprehending the multifaceted impacts of emerging changes.

Google Cloud Healthcare API Certification

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Author :
Publisher : Cybellium
ISBN 13 : 1836798288
Total Pages : 234 pages
Book Rating : 4.8/5 (367 download)

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Book Synopsis Google Cloud Healthcare API Certification by :

Download or read book Google Cloud Healthcare API Certification written by and published by Cybellium . This book was released on 2024-10-26 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com