slugLabVIEW Based Analysis for Classifying Lung Diseases
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 4
Abstract
The main aim of this project is to design and simulate LabVIEW Based Lung Analyzer. It offers flexibility, less cost, and user friendliness. The inspiratory and expiratory flow from the patient is given to the Spirometer. The pulmonary function data’s collected from Spirometer is analyzed and displayed using virtual instruments. The analysis is based on pattern classification using Artificial Neural Network (ANN). The Backpropagation Algorithm is applied for classifying the lung diseases. Finally the diseases are diagnosed as Normal, Restriction and Obstruction. A virtual instrument for the diagnosis of the respiratory diseases is developed using the software package LabVIEW. Compared to traditional hardware - based instruments, the major advantage of virtual instrument is its flexibility. Flexibility in adding or removing various instruments or devices based upon alterations in established protocols enables to delve deeper into the physiological abnormalities associated with cardiopulmonary disorders. The LabVIEW software enables an intuitive Graphical User Interface (GUI) based on the principles of a virtual instrument. In effect, the computer is transformed into a VI designed specifically for cardiopulmonary assessment. LabVIEW offers the necessary flexibility in a graphical programming and data - driven environment.
Authors and Affiliations
A. Sharmila, G. K. Rajini, V. Sankardoss
Keywords
Related Articles
- EP ID EP17966
- DOI -
- Views 375
- Downloads 13
Cloud Based Security System for Android Applications
Security is becoming an increasingly important feature of today's mobile environment where users download unknown apps and connect their smartphones to unknown networks while roaming. This paper proposes and evaluates a...
Design and Implementation of Low Cost Maritime Boundary Identification System Using Fiber Optic Technology
Everywhere on this planet hair-thin optical fibers carry vast quantities of information from place to place. There are many desirable properties of optical fibers for carrying this information. They have enormous inform...
Integration of Heterogeneous Data Sources
Data integration deals with integrating heterogeneous data sources and it is a complex activity that involves reconciliation at various levels - data models, data schema and data instances. Thus there arises a strong ne...
RFID Technology for IOT Based Meal Management System
The current systems of Meal Management in the canteens can be upgraded using Internet of Things (IoT) paradigm involving RFID technology with the purpose to make the existing system faster and efficient. RF identificati...
slugA Review-Heart Disease Prediction using Data Mining Technique
Heart disease diagnosis is a intricate task which requires much familiarity and knowledge. The old way of predicting Heart disease is doctor’s assessment or number of medical tests such as Heart MRI ,ECG and Stress Test...