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Liver disease prediction using ML techniques.

Authors :
Pasha, Syed Nawaz
Ramesh, Dadi
Mohmmad, Sallauddin
P., Navya
Kishan, P. Anil
Sandeep, C. H.
Source :
AIP Conference Proceedings. 5/24/2022, Vol. 2418 Issue 1, p1-5. 5p.
Publication Year :
2022

Abstract

There is a tremendous increment of liver sickness patients as a result of exorbitant utilization of liquor, breathe in of hurtful gases, admission of polluted food, pickles and medications. Therefore lot of burden is put on the doctors to identify a patient whether he is having any liver disease are not.This paper helps to reduce the burden on the doctor by analyzing patients conditions using machine learning techniques[1]. We also make a comparison of few machine learning algorithms like random forest,logistic regression and SVM and compare their accuracy levels in predicting the liver disease. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2418
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
157067897
Full Text :
https://doi.org/10.1063/5.0081787