Adaptable Web Prediction Framework for Disease Prediction Based on the Hybrid Case Based Reasoning Model
Journal Title: Engineering, Technology & Applied Science Research - Year 2016, Vol 4, Issue 6
Abstract
Nowadays, we are witnessing the rapid development of medicine and various methods that are used for early detection of diseases. In order to make quality decisions in diagnosis and prevention of disease, various decision support systems based on machine learning methods have been introduced in the medical domain. Such systems play an increasingly important role in medical practice. This paper presents a new web framework concept for disease prediction. The proposed framework is object-oriented and enables online prediction of various diseases. The framework enables online creation of different autonomous prediction models depending on the characteristics of diseases. Prediction process in the framework is based on a hybrid Case Based Reasoning classifier. The framework was evaluated on disease datasets from public repositories. Experimental evaluation shows that the proposed framework achieved high diagnosis accuracy.
Authors and Affiliations
B. Trstenjak, D. Donko, Z. Avdagic
Keywords
Related Articles
- EP ID EP110677
- DOI -
- Views 271
- Downloads 0
Durability Properties of Palm Oil Fuel Ash Self Compacting Concrete
Self Compacting Concrete (SCC) is a new innovation in technology that can flow readily into place under its own self weight and fill corner areas of reinforcement structures without the need to vibrate and without segreg...
An Efficient Power Control Technique for High-Frequency Resonant Inverter in Induction Heating System
An efficacious and reliable power control technique has been developed which can be used to regulate the output power of a high-frequency full bridge series resonant inverter (HF-FBSRI) in an induction heating (IH) syste...
Effect of Maximum Aggregate Size on the Bond Strength of Reinforcements in Concrete
The bond between reinforcements and concrete is the only mechanism that transfers the tensile stresses from concrete to reinforcements. Several factors including chemical adhesion, roughness and reinforcement interface a...
A New Olympic Ring Shaped Antenna for UWB Applications
In this paper, we propose a new Olympic Ring Shaped antenna for UWB applications. The proposed antenna is designed to operate from 3.1 to 10.6 GHz. It consists of a five circular ring shapes form an Olympic ring shape wi...
Identifying The Effective Factors for Cost Overrun and Time Delay in Water Construction Projects
Water construction projects in Iran frequently face problems which cause cost overrun and time delay, the two most common issues in construction projects in general. The objective of this survey is to identify and quanti...