학술논문

Use of soft computing techniques in medical decision making: A survey
Document Type
Conference
Source
2014 International Conference on Advances in Computing, Communications and Informatics (ICACCI) Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on. :1131-1137 Sep, 2014
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Artificial neural networks
Medical diagnostic imaging
Training
Decision making
Fuzzy logic
Neurons
Mathematical model
Language
Abstract
Health care practitioners need to diagnose a disease and make a decision about the treatments. This has been one of the most challenging tasks for them. During the last two decades, researchers from computer science, mathematics, and medical sciences have been developing intelligent tools for supporting medical decision making. Various soft computing based systems have been successfully developed and used by healthcare professionals. In this paper, we briefly introduces the strengths of the soft computing and demonstrate the possibilities of applying these techniques to diagnosis and decision making. This review paper also identifies the more proficient techniques used in medical domain.