Kidney stone classification with electromagnetic properties: Preliminary results

Abstract

This work focuses on classification of 3 types of kidney stones using their electrical properties. The electrical properties of kidney stones were determined by utilizing the open-ended coaxial probe method in the range of 500MHz-6GHz. The specified dielectric and conductivity properties are classified using the ‘k’ nearest neighbors (KNN) algorithm.