Medical Decision Support Using Machine Learning And Natural Language Processing
Journal Title: International Journal of Science Engineering and Advance Technology - Year 2015, Vol 3, Issue 9
Abstract
The Machine Learning (ML) field has got much attention among the researchers in almost many fields of science and engineering because of it its vast application. The common application areas are medical decision support, medical imaging, proteinprotein interaction, extraction of medical knowledge, and for overall patient management care. ML is used as a tool to introduce computer-based systems in the healthcare field in order to get a better, more efficient medical care. In this work Machine Learning and Natural language Processing are used for extracting knowledge from published medical papers. It extracts the sentences that mention diseases and treatments and identifies therelationship between them.
Authors and Affiliations
Bulusu Krishna Sashidhar| M.Tech on Computer Science with the specialization In SE, Srinivasa Babji Josyula| Assistant Professor in Department of computer Science & System Engineering Andhra University College of Engineering (Autonomous)
Keywords
Related Articles
- EP ID EP16542
- DOI -
- Views 269
- Downloads 13
Acknowledgement based Intrusion-Detection System for MANETS
In the next generation of wireless communication systems, there will be a need for the quick deployment of independent mobile users. notable examples include establishing survivable, efficient, flush communication for...
Evaluating Cost and Performance Of Adaptive Encryption Architecture for Cloud Database
The cloud database as a service is novel paradigms that can be support several Internet-based applications, its adoption requires the solution of the information confidentiality problems. We proposed a novel architec...
Design and Optimization of Leaf Spring Using Composites
Leaf spring are designed for the suspension in wheeled vehicles. Now a days all The automobile industries increased interest in the replacement of steel spring with fiberglass composite leaf spring for high strength...
Design Of Conventional Deep Drawing And Hydro Forming Deep Drawing By Finite Element Analysis
Deep drawing and hydro forming deep drawing (HDD) are the two conventional methods for production of cylindrical cups. In this paper, various cylindrical work pieces have been produced with various dies radius with d...
Design and Analysis of Dry Cylinder Liners Used in Diesel Engines
A Cylinder liner is a cylindrical part to be fitted in to an engine block to form a cylindrical space in which the piston reciprocates very smoothly. It is one of the most important functional parts to make up the int...