Advances in Artificial Intelligence, Computation, and Data Science: For Medicine and Life Science

Author:   Tuan D. Pham ,  Hong Yan ,  Muhammad W. Ashraf ,  Folke Sjöberg
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
Volume:   31
ISBN:  

9783030699536


Pages:   369
Publication Date:   14 July 2022
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Advances in Artificial Intelligence, Computation, and Data Science: For Medicine and Life Science


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Author:   Tuan D. Pham ,  Hong Yan ,  Muhammad W. Ashraf ,  Folke Sjöberg
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
Volume:   31
Weight:   0.593kg
ISBN:  

9783030699536


ISBN 10:   3030699536
Pages:   369
Publication Date:   14 July 2022
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

​Part I: Review of Recent Developments in AI, Computational Models for Complex Data Analysis, and Data Science.- 1. Recent Developments in AI.- 2. Recent Developments in Computational Models for Data Analysis.- 3. Recent Developments in Data Science.- Part II: Applications in Medicine and Physiology.- 4. Cancer.- 5. Neuroscience.- 6. Cardiology.- 7. Critical Care.- 8. Health Care.- 9. Digital Pathology.- Part III: Applications in Life Science.- 10. Systems Biology.- 11. Cell Biology.- 12. Biochemistry.- 13. Chemo-metrics.- 14. Food Technology.

Reviews

“This book is a collection of articles on the application of artificial intelligence and machine learning methods in the field of medicine. … The chapters on medical image analysis are worthwhile reading, but of course this is also the kind of application where deep learning methods have become most successful. … There is no doubt about the potential of AI to be used in medical applications … .” (Florian Frommlet, SIAM Review, Vol. 65 (3), 2023)


Author Information

Tuan D. Pham is professor and founding director of the Center for Artificial Intelligence at Prince Mohammad Bin Fahd University, Saudi Arabia.  His previous position was Professor of Biomedical Engineering at Linkoping University, Sweden.  His current research focuses on AI and machine learning methods for image processing, time-series analysis, complex networks, and pattern recognition applied to medicine, biology, and mental health.  In 2020, Dr. Pham was selected as Expert in Artificial Intelligence for consultation by the U.S. Food & Drug Administration (FDA) Center for Devices and Radiological Health (CDRH) Network of Digital Health Experts Program (NoDEx).  Hong Yan is currently chair professor of computer engineering at City University of Hong Kong. His research interests include image processing, pattern recognition, and bioinformatics. He has over 600 journal and conference publications in these areas. Professor Yan is IEEE Fellowand IAPR Fellow. He received the 2016 Norbert Wiener Award from the IEEE SMC Society for contributions to image and biomolecular pattern recognition techniques. He is a member of the European Academy of Sciences and Arts.  Dr. Muhammad Waqar Ashraf is professor and dean of College of Sciences & Human Studies at Prince Mohammad Bin Fahd University. His research interests include analytical organic chemistry, environmental sustainability & assessment. He has published over 100 journal and conference proceedings papers and a book. Dr. Muhammad Ashraf has successfully carried out funded research projects related to these areas in relation to sustainable environment in the Kingdom of Saudi Arabia. Dr. Muhammad Ashraf is the recipient of research grants from prestigious funding agencies in the Kingdom. He has presented his research work at various renowned international conferences held in Europe, Canada, and USA. Dr. Muhammad Ashraf organized and chaired national and international conferences. He serves on a number of national and international professional committees. He is on editorial boards and a reviewer of a number of international journals. Dr. Ashraf is an active member of American Chemical Society (ACS), Association for the Advancement of Sustainability in Higher Education (AASHE), and Environmental Technology & Management Association (ETMA). Folke Sjöberg is professor of burn surgery and critical care at Linköping University, Sweden, and director of the Burn Center at the Linköping University Hospital. Burn care is a field of medicine for which the Linköping University Hospital has national responsibility. Previously Folke Sjöberg was Deputy Head (research) of the Department of Clinical and Experimental Medicine, and Chief of Staff at the Department of Anaesthesiology and Intensive Care, Linköping University Hospital, during 1997–2003.  He was the recipient of the Ellis Evans Memorial Lecture prize, American Burns Association 2018, Las Vegas, USA. Professor Sjöberg is a co-author of more than 280 original peer-reviewed scientific papers, including book chapters and books, most of them in the field of burns, critical care, and microcirculation.

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