Multiple Perspectives on Artificial Intelligence in Healthcare

Opportunities and Challenges
1. Auflage 2021
ISBN: 978-3-030-67302-4
Verlag: Springer International Publishing

Buch, Englisch, 196 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 483 g

Reihe: Lecture Notes in Bioengineering

This book offers a comprehensive yet concise overview of the challenges and opportunities presented by the use of artificial intelligence in healthcare. It does so by approaching the topic from multiple perspectives, e.g. the nursing, consumer, medical practitioner, healthcare manager, and data analyst perspective. It covers human factors research, discusses patient safety issues, and addresses ethical challenges, as well as important policy issues. By reporting on cutting-edge research and hands-on experience, the book offers an insightful reference guide for health information technology professionals, healthcare managers, healthcare practitioners, and patients alike, aiding them in their decision-making processes. It will also benefit students and researchers whose work involves artificial intelligence-related research issues in healthcare.

Zielgruppe

Research

Autoren/Hrsg.

Househ, Mowafa

Kushniruk, Andre

Borycki, Elizabeth

Fachgebiete

• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizinische Mathematik & Informatik
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Medizintechnik, Biomedizintechnik
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Medizintechnik, Biomedizintechnik, Medizinische Werkstoffe
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion
• Medizin | Veterinärmedizin Medizin | Public Health | Pharmazie | Zahnmedizin Medizin, Gesundheitswesen Public Health, Gesundheitsmanagement, Gesundheitsökonomie, Gesundheitspolitik

Inhaltsverzeichnis

Reinforcement Learning Applications in Health Informatics.- Artificial intelligence in the fight against the COVID-19 pandemic: opportunities and challenges.- The Human Factors of AI in Healthcare: Recurrent Issues, Future Challenges and Ways Forward.- Artificial intelligence and medication management.- The Safety of AI in Healthcare: Emerging Issues and Considerations for Healthcare.- Reflections on the Clinical Acceptance of Artificial Intelligence.- Artificial Intelligence for Chatbots in Mental Health: Opportunities and Challenges.- AI and Machine Learning in Diabetes Management: Opportunity, Status, and Challenges.- Utilizing Health Analytics in Improving the Performance of Hospitals and Healthcare Services: Promises and Challenges.- Perspectives on Human-AI Interaction applied to Health and Wellness Management: Between Milestones and Hurdles.

Über Autor(innen)

Dr. Mowafa Said Househ, PhD, is a researcher, innovator, social entrepreneur, teacher, and author of health informatics in the Arab World affiliated with Hamad Bin Khalifa University, College of Science and Engineering, Qatar Foundation, Qatar. His primary research interests cover the use of information and communication technologies to empower patients and clinicians, with a special focus on the applications of Artificial Intelligence, Social Media and Mobile Technologies in Healthcare. Dr. Househ is also an adjunct Associate Professor at the School of Health Information Science, University of Victoria, Canada.

Dr. Elizabeth Borycki, is the Director of the Global Laboratory for Digital Health Innovation and a Professor at the School of Health Information Science at the University of Victoria, Canada.   She is also a Clinician Scientist with the Michael Smith Foundation and a co-lead of the NSERC Visual and Automated Analytics graduate training program in Canada.  Dr. Borycki research foci include health technology safety, virtual care (i.e. mobile health, telehealth, home healthcare) and clinical informatics focusing on health information systems used by health professionals.  Dr. Borycki is an international expert and is known for her work in developing safety methods, solutions and policy.  Elizabeth holds a doctorate degree in Health Policy, Management and Evaluation from the University of Toronto.

Dr. Andre Kushniruk, PhD, is Director and Professor of the School of Health Information Science at the University of Victoria in Canada. Dr. Kushniruk conducts research in a number of areas including evaluation of the effects of technology, human-computer interaction in health care, as well as cognitive science. His work is known internationally and he has published widely in the area of health informatics. He focuses on developing new methods for the evaluation of advanced information technologies. Dr. Kushniruk’s research includes the investigation of the relationship between human factors and artificial intelligence. He holds undergraduate degrees in Psychology and Biology, as well as a M.Sc. in Computer Science and a Ph.D. in Cognitive Psychology.