Introduces the recent applications of new computational intelligent technologies focusing on medical diagnosis issues Reviews multidisciplinary research in healthcare like data mining, medical imaging, pattern recognition and so forth Explores intelligent systems and application of learning in healthcare challenges along with the representation and reasoning of clinical uncertainty Addresses the problems resulting from automated data collection in modern hospitals with possible solutions to support medical decision-making system Discusses current and emerging intelligent system with respect to evolutionary computation and its applications in medical domain