Explainable AI in Healthcare and Medicine

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Release : 2020-11-02
Genre : Technology & Engineering
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Book Rating : 522/5 ( reviews)

Explainable AI in Healthcare and Medicine - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Explainable AI in Healthcare and Medicine write by Arash Shaban-Nejad. This book was released on 2020-11-02. Explainable AI in Healthcare and Medicine available in PDF, EPUB and Kindle. This book highlights the latest advances in the application of artificial intelligence and data science in health care and medicine. Featuring selected papers from the 2020 Health Intelligence Workshop, held as part of the Association for the Advancement of Artificial Intelligence (AAAI) Annual Conference, it offers an overview of the issues, challenges, and opportunities in the field, along with the latest research findings. Discussing a wide range of practical applications, it makes the emerging topics of digital health and explainable AI in health care and medicine accessible to a broad readership. The availability of explainable and interpretable models is a first step toward building a culture of transparency and accountability in health care. As such, this book provides information for scientists, researchers, students, industry professionals, public health agencies, and NGOs interested in the theory and practice of computational models of public and personalized health intelligence.

Principles and Methods of Explainable Artificial Intelligence in Healthcare

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Release : 2022
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Book Rating : 919/5 ( reviews)

Principles and Methods of Explainable Artificial Intelligence in Healthcare - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Principles and Methods of Explainable Artificial Intelligence in Healthcare write by Victor Hugo C. De Albuquerque. This book was released on 2022. Principles and Methods of Explainable Artificial Intelligence in Healthcare available in PDF, EPUB and Kindle. "This book focuses on the Explainable Artificial Intelligence (XAI) for healthcare, providing a broad overview of state-of-art approaches for accurate analysis and diagnosis, and encompassing computational vision processing techniques that handle complex data like physiological information, electronic healthcare records, medical imaging data that assist in earlier prediction"--

Explainable AI in Healthcare

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Release : 2023-07-17
Genre : Medical
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Book Rating : 40X/5 ( reviews)

Explainable AI in Healthcare - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Explainable AI in Healthcare write by Mehul S Raval. This book was released on 2023-07-17. Explainable AI in Healthcare available in PDF, EPUB and Kindle. This book combines technology and the medical domain. It covers advances in computer vision (CV) and machine learning (ML) that facilitate automation in diagnostics and therapeutic and preventive health care. The special focus on eXplainable Artificial Intelligence (XAI) uncovers the black box of ML and bridges the semantic gap between the technologists and the medical fraternity. Explainable AI in Healthcare: Unboxing Machine Learning for Biomedicine intends to be a premier reference for practitioners, researchers, and students at basic, intermediary levels and expert levels in computer science, electronics and communications, information technology, instrumentation and control, and electrical engineering. This book will benefit readers in the following ways: Explores state of art in computer vision and deep learning in tandem to develop autonomous or semi-autonomous algorithms for diagnosis in health care Investigates bridges between computer scientists and physicians being built with XAI Focuses on how data analysis provides the rationale to deal with the challenges of healthcare and making decision-making more transparent Initiates discussions on human-AI relationships in health care Unites learning for privacy preservation in health care

Artificial Intelligence in Healthcare

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Release : 2020-06-21
Genre : Computers
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Book Rating : 396/5 ( reviews)

Artificial Intelligence in Healthcare - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Artificial Intelligence in Healthcare write by Adam Bohr. This book was released on 2020-06-21. Artificial Intelligence in Healthcare available in PDF, EPUB and Kindle. 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

Analyzing Explainable AI in Healthcare and the Pharmaceutical Industry

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Release : 2024-06-05
Genre : Medical
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Book Rating : /5 ( reviews)

Analyzing Explainable AI in Healthcare and the Pharmaceutical Industry - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Analyzing Explainable AI in Healthcare and the Pharmaceutical Industry write by Grover, Veena. This book was released on 2024-06-05. Analyzing Explainable AI in Healthcare and the Pharmaceutical Industry available in PDF, EPUB and Kindle. Healthcare and pharmaceuticals are rapidly advancing with technological innovations, and the lack of understanding of AI algorithms poses a significant challenge in these fields. The need for more transparency in AI decision-making processes raises concerns about accountability, ethical implications, and regulatory compliance. As stakeholders in these critical sectors seek clarity and understanding, Analyzing Explainable AI in Healthcare and the Pharmaceutical Industry provides a reliable resource to discover new solutions. This book serves as a comprehensive guide, unraveling the complexities of explainable artificial intelligence (XAI) and its pivotal role in transforming healthcare and pharmaceutical practices. Demystifying AI algorithms and revealing their decision-making mechanisms equips readers with the foundational knowledge needed to confidently navigate AI integration in these domains. From healthcare professionals to policymakers, its insights cater to a diverse audience, fostering cross-disciplinary collaboration and facilitating informed decision-making.