Medical Decision Support System for the missing data using Data mining

Author

Taranath, N.L. ; Patil, Shanthakumar B. ; Patil, Premajyothi ; Subbaraya, C.K.

Author_Institution

Adichunchanagiri Inst. of Technol., Chikmagalur, India

fYear

2015

fDate

5-7 March 2015

Firstpage

1

Lastpage

7

Abstract

Medical Decision Support System (MDSS) maps the patient information in to the promising diagnostic and treatment paths. This paper presents a novel framework for a medical decision support system that integrates knowledge-based and learning-based systems to provide a robust solution to the medical information challenge in the presence of partial information. It is suitable for healthcare professionals like Doctors, nurses, and other medical staff. It can be adapted for use with many different end-user interfaces including desktop applications, web-based browser applications, and mobile applications. In this paper, we discuss a concrete design and implementation of the Integrated Medical Decision Support System to assist in clinical decisions regarding the prescription of drugs. In addition we incorporate horizontal aggregations in SQL to prepare datasets for Data mining analysis.

Keywords

SQL; data mining; decision support systems; knowledge based systems; learning (artificial intelligence); medical information systems; patient diagnosis; patient treatment; MDSS; SQL; Web-based browser applications; clinical decisions; data mining analysis; datasets; desktop applications; diagnostic paths; drugs prescription; end-user interfaces; integrated medical decision support system; knowledge-based systems; learning-based systems; medical information challenge; missing data; mobile applications; patient information; treatment paths; Cancer; Layout; Medical diagnostic imaging; Aggregations; Data Mining; Knowledge-based systems; Learning-based systems; MDSS; SQL;

fLanguage

English

Publisher

ieee

Conference_Titel

Electrical, Computer and Communication Technologies (ICECCT), 2015 IEEE International Conference on

Conference_Location

Coimbatore

Print_ISBN

978-1-4799-6084-2

Type

conf

DOI

10.1109/ICECCT.2015.7226038

Filename

7226038