(Computational Intelligence Techniques)
by Sitendra Tamrakar, Shruti Bhargava Choubey, Abhishek Choubey
Computation
intelligence (CI) paradigms, including artificial neural networks,
fuzzy systems, evolutionary computing techniques, and intelligent
agents, form the basis of making clinical decisions. This book explains
different aspects of the current research on CI technologies applied in
the field of medical diagnosis. It discusses critical issues related to
medical diagnosis, like uncertainties in the medical domain, problems in
the medical data, especially dealing with time-stamped data, and
knowledge acquisition.
Features:
- Introduces recent applications of new computational intelligence technologies focusing on medical diagnosis issues.
- Reviews multidisciplinary research in health care, like data mining, medical imaging, pattern recognition, and so forth.
- Explores
intelligent systems and applications of learning in health-care
challenges, along with the representation and reasoning of clinical
uncertainty.
- Addresses
problems resulting from automated data collection in modern hospitals,
with possible solutions to support medical decision-making systems.
- Discusses
current and emerging intelligent systems with respect to evolutionary
computation and its applications in the medical domain.
This
book is aimed at researchers, professionals, and graduate students in
computational intelligence, signal processing, imaging, artificial
intelligence, and data analytics.
