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Thyroid Disease Detection using Machine Learning.

Authors :
Markad, Abhishek
Goge, Amit
Jadhav, Suraj
Jadhao, Vipul
Adhav, Prof Savita
Source :
Grenze International Journal of Engineering & Technology (GIJET); Jan Part 2, Vol. 10, p1769-1773, 5p
Publication Year :
2024

Abstract

Thyroid detection is a critical task in medical diagnosis, necessitating the development of precise and efficient methods. This paper introduces a machine learning approach utilizing the Random Forest algorithm for thyroid presence detection. A dataset comprising thyroid images is employed to train the algorithm, and its performance is evaluated using multiple metrics. Our findings indicate that the Random Forest algorithm is a dependable and accurate method for detecting the presence of thyroid in individuals. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23955287
Volume :
10
Database :
Complementary Index
Journal :
Grenze International Journal of Engineering & Technology (GIJET)
Publication Type :
Academic Journal
Accession number :
175658314