Digital Transformation And Xai In Healthcare

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Digital Transformation And Xai In Healthcare
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Author : Ilhan Uysal
language : en
Publisher: CRC Press
Release Date : 2025-09-29
Digital Transformation And Xai In Healthcare written by Ilhan Uysal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-09-29 with Computers categories.
This book explores the pivotal role of explainable artificial intelligence (XAI) in driving digital transformation within the healthcare sector, providing comprehensive insights into its applications, ethical and legal considerations, technological requirements, and future trends. Digital Transformation and XAI in Healthcare delves into the fundamental role of XAI in transforming healthcare, addressing critical issues such as data security, ethical considerations, and the integration of XAI into existing healthcare infrastructures. By offering a comprehensive overview of technological tools, infrastructure requirements, and legal frameworks, this book equips healthcare professionals with the knowledge to navigate the complexities of XAI applications. The book explores the future of healthcare education and the pivotal role of XAI in training the next generation of healthcare professionals. It discusses how XAI can enhance learning experiences and provide more personalized education, ensuring that future clinicians are well equipped to utilize advanced AI technologies. It also delves into the technological tools and infrastructure required for implementing XAI, as well as data management and privacy concerns. The exploration of global collaborations and innovative projects highlights the book's unique perspective on the international impact of XAI in healthcare. Intended for healthcare professionals, researchers, and students, this book will provide valuable insights into the future of healthcare technology. Readers will be equipped with the knowledge to harness the power of XAI, ensuring that AI systems are not only accurate but also transparent, trustworthy, and ethically sound.
Interdisciplinary Studies On Digital Transformation And Innovation Business Education And Medical Approaches
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Author : Radwan, Ahmed Gomaa
language : en
Publisher: IGI Global
Release Date : 2024-12-13
Interdisciplinary Studies On Digital Transformation And Innovation Business Education And Medical Approaches written by Radwan, Ahmed Gomaa and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-13 with Technology & Engineering categories.
Interdisciplinary studies on digital transformation and innovation reshape approaches to challenges and opportunities across key sectors such as business, education, and healthcare. As technology continues to advance, organizations must adapt by integrating digital tools, data-driven strategies, and innovative solutions into their business functions. In business, digital transformation enables efficient operations, enhances customer experiences, and drives market competitiveness. In education, it facilitates personalized learning, expands access to resources, and fosters collaborative learning environments. In healthcare, digital innovation is revolutionizing patient care, improving diagnostics, and enabling remote services. By examining these areas through an interdisciplinary lens, researchers can develop strategies to leverage the potential of digital technologies for social progress. Interdisciplinary Studies on Digital Transformation and Innovation: Business, Education, and Medical Approaches explores the integration of digital technology in business, education, and medical sectors. It examines practical methods in technology innovation to improve organizational processes. This book covers topics such as gamification, medical technology, and sustainable development, and is a useful resource for educators, medical professionals, business owners, computer engineers, data scientists, academicians, and researchers.
Accelerating Strategic Changes For Digital Transformation In The Healthcare Industry
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Author : Patricia Ordonez de Pablos
language : en
Publisher: Elsevier
Release Date : 2023-05-30
Accelerating Strategic Changes For Digital Transformation In The Healthcare Industry written by Patricia Ordonez de Pablos and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-30 with Science categories.
Accelerating Strategic Changes for Digital Transformation in the Healthcare Industry discusses innovative conceptual frameworks, tools and solutions to tackle the challenges of mitigating major disruption caused by COVID-19 in the healthcare sector and society. It emphasizes global case studies and empirical studies, providing a comprehensive view of best lessons on digital tools to manage the health crisis. The book focuses on the role of advances in digital and collaborative technologies to offer rapid and effective tools for better health solutions for new and emerging health problems. Researchers, students, policymakers and members of the biomedical and medical fields will find this information invaluable. Specially, it pays attention to how information technologies help us in the current global health emergency and the coronavirus epidemic response, gaining more understanding of the new coronavirus and helping to contain the outbreak. In addition, it explores how these new tools and digital health solutions can support the economic and social recovery in the post-pandemic world. - Discusses best experiences, tools and solutions provided by IT to solve the global disruption caused by the COVID-19 pandemic in societies, healthcare infrastructures and health workers - Presents case studies with experiences of applications of digital healthcare solutions from around the world - Encompasses the point of views of renown researchers and academics globally that are working collaboratively to explore new views and frameworks to develop solutions for emergent problems in the healthcare sector
Explainable Artificial Intelligence Xai In Healthcare
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Author : Utku Kose
language : en
Publisher: CRC Press
Release Date : 2024-04-23
Explainable Artificial Intelligence Xai In Healthcare written by Utku Kose and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-23 with Medical categories.
This book highlights the use of explainable artificial intelligence (XAI) for healthcare problems, in order to improve trustworthiness, performance and sustainability levels in the context of applications. Explainable Artificial Intelligence (XAI) in Healthcare adopts the understanding that AI solutions should not only have high accuracy performance, but also be transparent, understandable and reliable from the end user's perspective. The book discusses the techniques, frameworks, and tools to effectively implement XAI methodologies in critical problems of healthcare field. The authors offer different types of solutions, evaluation methods and metrics for XAI and reveal how the concept of explainability finds a response in target problem coverage. The authors examine the use of XAI in disease diagnosis, medical imaging, health tourism, precision medicine and even drug discovery. They also point out the importance of user perspectives and value of the data used in target problems. Finally, the authors also ensure a well-defined future perspective for advancing XAI in terms of healthcare. This book will offer great benefits to students at the undergraduate and graduate levels and researchers. The book will also be useful for industry professionals and clinicians who perform critical decision-making tasks.
Achieving Digital Transformation Through Analytics And Ai
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Author : Jay Liebowitz
language : en
Publisher: World Scientific
Release Date :
Achieving Digital Transformation Through Analytics And Ai written by Jay Liebowitz and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Digital Transformation In Healthcare Systems For Patient Care
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Author : Ajita Jain
language : en
Publisher: Springer Nature
Release Date : 2025-09-12
Digital Transformation In Healthcare Systems For Patient Care written by Ajita Jain and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-09-12 with Computers categories.
This book presents innovative solutions for disease management, elderly care, rehabilitation, surgical decision-making, and health data security. This book explores the transformative impact of Artificial Intelligence (AI), machine learning, and smart technologies on modern healthcare. Addressing wearable devices, digital twins, assistive technologies, and ethical AI implementation, the book highlights how digital advancements enhance diagnostics, treatment personalisation, and patient outcomes. With contributions from leading experts, this collection serves as a vital reference for healthcare professionals, researchers, and policymakers shaping the future of patient-centred, data-driven medicine.
Impact Of Digital Transformation On Business Growth And Performance
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Author : Maravilhas, Sérgio
language : en
Publisher: IGI Global
Release Date : 2025-03-26
Impact Of Digital Transformation On Business Growth And Performance written by Maravilhas, Sérgio and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-26 with Business & Economics categories.
Digital transformation continues to drive business growth and performance in today’s fast-paced market landscape. By integrating advanced technologies like artificial intelligence, cloud computing, and data analytics, organizations can streamline operations, enhance customer experiences, and make data-driven decisions. This shift enables businesses to respond swiftly to market changes while fostering innovation and collaboration. Companies must leverage digital tools to optimize processes and unlock new revenue streams. Further research into these solutions may better position companies to compete in the growing digital economy, reshaping their strategies for success. Impact of Digital Transformation on Business Growth and Performance provides insights into the effects of digital technology on business and organizational growth and performance. It offers solutions for improved development through technology like machine learning, quantum science, and digital technology. This book covers topics such as digital marketing, entrepreneurship, and human resources, and is a useful resource for business owners, entrepreneurs, computer engineers, marketers, academicians, and researchers.
Digital Transformation
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Author : Larisa Ivascu
language : en
Publisher: Springer Nature
Release Date : 2024-08-21
Digital Transformation written by Larisa Ivascu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-21 with Computers categories.
The book offers aspects related to the health and process safety field, complex approaches to artificial intelligence, the role of accounting and auditing in the digital age, DT in agriculture, artificial intelligence in the maritime domain, education, management, sustainability and mobile technologies in learning. Digitization, digitalization and digital transformation (DT) are important for public organizations and private organizations. Despite their importance, these steps are approached differently in organizations. Public organizations emphasize the importance of digital transformation, while public organizations make efforts to align themselves with citizens' demands from a digitalization perspective. Incorporating technologies into organizational processes has become a priority for all industries to lead to important changes. All these activities are covered by the digital transformation that can lead to increased efficiency, agility, innovation and the unlocking of organizational values. Through this complex approach, the book contributes to the completion of knowledge in the field of digital transformation, develops and anticipates new research directions. It is addressed to professionals, practitioners, researchers, students and other interested parties.
Explainable Ai In Healthcare Imaging For Medical Diagnoses
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Author : Tanzila Saba
language : en
Publisher: Elsevier
Release Date : 2025-03-29
Explainable Ai In Healthcare Imaging For Medical Diagnoses written by Tanzila Saba and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-29 with Computers categories.
In an era where Artificial Intelligence (AI) is revolutionizing healthcare, Explainable AI in Healthcare Imaging for Precision Medicine addresses the critical need for transparency, trust, and accountability in AI-driven medical technologies. As AI becomes an integral part of clinical decision-making, especially in imaging and precision medicine, the question of how AI reaches its conclusions grows increasingly significant. This book explores how Explainable AI (XAI) is transforming healthcare by making AI systems more interpretable, reliable, and transparent, empowering clinicians and enhancing patient outcomes.Through a comprehensive examination of the latest research, real-world case studies, and expert insights, this book delves into the application of XAI in medical imaging, disease diagnosis, treatment planning, and personalized care. It discusses the technical methodologies behind XAI, the challenges and opportunities of its integration into healthcare, and the ethical and regulatory considerations that will shape the future of AI-assisted medical decisions.Key areas of focus include the role of XAI in improving diagnostic accuracy in fields such as radiology, pathology, and genomics and its potential to enhance collaboration between AI systems, healthcare professionals, and patients. The book also highlights practical applications of XAI in personalized medicine, showing how explainable models help tailor treatments to individual patients, and discusses how XAI can contribute to reducing bias and improving fairness in medical decision-making.Written by leading experts in AI, healthcare, and precision medicine, Explain[S3G1] able AI in Healthcare Imaging for Precision Medicine is an essential resource for researchers, clinicians, students, and policymakers. Whether you are looking to stay at the forefront of AI innovations in healthcare or seeking to understand how explainability can build trust in AI systems, this book provides the insights and knowledge needed to navigate the evolving landscape of AI in medicine. It invites readers to explore how XAI can revolutionize healthcare and precision medicine, shaping a future where AI is both powerful and trustworthy. - Provides step-by-step procedures to build a digital human model - Assists in validating predicted human motion using simulations and experiments - Offers formulation optimization features for dynamic human motion prediction
Digital Transformation In Healthcare 5 0
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Author : Rishabha Malviya
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2024-05-20
Digital Transformation In Healthcare 5 0 written by Rishabha Malviya and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-20 with Computers categories.
The book "Digital Transformation in Healthcare 5.0: Metaverse, Nanorobots, and Machine Learning" is a comprehensive discussion of disruptive technologies and their applications in healthcare. The book starts with an overview of blockchain technology's impact on the healthcare sector, emphasizing its potential to improve data security and interoperability. The book also discusses the Metaverse's role in healthcare transformation, utilizing a blockchain method to improve patient care and medical practices. The book also focuses on the interrelationships of Blockchain-Enabled Metaverse Healthcare Systems and Applications, highlighting innovative strategies. It also introduces an Intraocular Pressure Monitoring System for Glaucoma Patients, demonstrating the integration of IoT and Machine Learning for improved care. The book winds up with a Machine Learning Approach to Voice Analysis in Parkinson's disease Diagnosis, demonstrating the potential of voice analysis as a non-invasive diagnostic tool.