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GRENZE International Journal of Engineering and Technology Vol. 10 (2024), Issue 1

Thyroid Disease Detection using Machine Learning

Authors

Abhishek Markad, Amit Goge, Suraj Jadhav, Vipul Jadhao, Savita Adhav

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

Pages: 1769 - 1773