1 option
Advances in Artificial Intelligence, Computation, and Data Science : For Medicine and Life Science / edited by Tuan D. Pham, Hong Yan, Muhammad W. Ashraf, Folke Sjöberg.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Computational biology 2662-2432 ; 31
- Computational Biology, 2662-2432 ; 31
- Language:
- English
- Subjects (All):
- Bioinformatics.
- Artificial intelligence.
- Artificial intelligence-Data processing.
- Computer science.
- Biomathematics.
- Image processing-Digital techniques.
- Computer vision.
- Computational and Systems Biology.
- Artificial Intelligence.
- Data Science.
- Theory of Computation.
- Mathematical and Computational Biology.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Local Subjects:
- Computational and Systems Biology.
- Artificial Intelligence.
- Data Science.
- Theory of Computation.
- Mathematical and Computational Biology.
- Computer Imaging, Vision, Pattern Recognition and Graphics.
- Physical Description:
- 1 online resource (XIV, 369 pages) : 162 illustrations, 137 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- Artificial intelligence (AI) has become pervasive in most areas of research and applications. While computation can significantly reduce mental efforts for complex problem solving, effective computer algorithms allow continuous improvement of AI tools to handle complexity-in both time and memory requirements-for machine learning in large datasets. Meanwhile, data science is an evolving scientific discipline that strives to overcome the hindrance of traditional skills that are too limited to enable scientific discovery when leveraging research outcomes. Solutions to many problems in medicine and life science, which cannot be answered by these conventional approaches, are urgently needed for society. This edited book attempts to report recent advances in the complementary domains of AI, computation, and data science with applications in medicine and life science. The benefits to the reader are manifold as researchers from similar or different fields can be aware of advanced developments and novel applications that can be useful for either immediate implementations or future scientific pursuit. Features: Considers recent advances in AI, computation, and data science for solving complex problems in medicine, physiology, biology, chemistry, and biochemistry Provides recent developments in three evolving key areas and their complementary combinations: AI, computation, and data science Reports on applications in medicine and physiology, including cancer, neuroscience, and digital pathology Examines applications in life science, including systems biology, biochemistry, and even food technology This unique book, representing research from a team of international contributors, has not only real utility in academia for those in the medical and life sciences communities, but also a much wider readership from industry, science, and other areas of technology and education. Tuan D. Pham is professor and founding director of the Center for Artificial Intelligence at Prince Mohammad Bin Fahd University, Saudi Arabia. Hong Yan is currently chair professor of computer engineering at City University of Hong Kong. Dr. Muhammad Waqar Ashraf is professor and dean of College of Sciences and Human Studies at Prince Mohammad Bin Fahd University. 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.
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-69951-2
- 9783030699512
- Access Restriction:
- Restricted for use by site license.
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