Название: Computational Intelligence in Medical Decision Making and Diagnosis: Techniques and Applications
Автор: Sitendra Tamrakar, Shruti Bhargava Choubey, Abhishek Choubey
Издательство: CRC Press
Год: 2023
Страниц: 286
Язык: английский
Формат: pdf (true)
Размер: 10.05 MB
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. The present book includes basic as well as hybrid CI techniques that have been used in recent years so as to know the current trends in medical diagnosis domain. It also presents the merits and demerits of different techniques in general as well as application-specifc context.