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Proposing ML as the technique to take care of the blood infection.

Authors :
Singh, Vaibhav Kant
Nagwanshi, Kapil Kumar
Source :
AIP Conference Proceedings. 2024, Vol. 3111 Issue 1, p1-11. 11p.
Publication Year :
2024

Abstract

In this Paper the authors made work on the field of Health Sector that is Blood Analysis. Analysis of Blood is playing a very vital role as it is a parameter for detection of several kinds of diseases. Blood analysis speaks of a Frame that comprises of several ingredients which are essentially symbol for specific Blood disease. In the current work we are focused on finding out or predicting the Disease with a parameter of care. We made a utilization of various ML models for the prediction of disease. ML is a very popular approach nowadays for solving variety of problems and thus we made this approach useable for solving our problem. The data set on which we conducted experiment is a self-generated dataset. The Accuracy of the Model comes after performing Training on around 402 Samples. The Data Set used is a Physician Consulted Data Set. We in this paper will observe by means of graphs and figures several aspects of the Data Set and the ML approach. The Comparative Analysis of the approaches is discussed in the Conclusion Section. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
3111
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
178592859
Full Text :
https://doi.org/10.1063/5.0221581