A Survey on Case-based Reasoning in Medicine
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2016, Vol 7, Issue 8
Abstract
Case-based reasoning (CBR) based on the memory-centered cognitive model is a strategy that focuses on how people learn a new skill or how they generate hypothesis on new situations based on their past experiences. Among various Artificial Intelligence tracks, CBR, due to its intrinsic similarity with the human reasoning process has been very promising in the utilization of intelligent systems in various domains, in particular in the domain of medicine. In this paper, we extensively survey the literature on CBR systems that are used in the medical domain over the past few decades. We also discuss the difficulties of implementing CBR in medicine and outline opportunities for future work.
Authors and Affiliations
Nabanita Choudhury, Shahin Begum
Towards an SOA Architectural Model for AAL-Paas Design and Implimentation Challenges
Ambient Assisted Living (AAL) systems main purpose is to improve the quality of life of special groups of people, including the elderly and people with physical disabilities. Driven by the critical ongoing changes in all...
Estimating True Demand in Airline’s Revenue Management Systems using Observed Sales
Forecasting accuracy is very important in revenue management. Improved forecast accuracy, improves the decision made about inventory and this lead to a greater revenue. In the airline’s revenue management systems, the in...
User Interface Menu Design Performance and User Preferences: A Review and Ways Forward
This review paper is about menus on web pages and applications and their positioning on the user screen. The paper aims to provide the reader with a succinct summary of the major research in this area along with an easy...
New Criteria for Comparing Global Stochastic Derivative-Free Optimization Algorithms
For many situations, the function that best models a situation or data set can have a derivative that may be difficult or impossible to find, leading to difficulties in obtaining information about the optimal values of t...
MATURITY MODEL FOR IT SERVICE OUTSOURCING IN HIGHER EDUCATION INSTITUTIONS
The current success of organizations depends on the successful implementation of Information and Comunication Technologies (ICTs). Good governance and ICT management are essential for delivering value, managing technolog...