Kidney Stone Classification with Electromagnetic Properties: Preliminary Results

Onal E. G., Kelesoglu A., Saçlı B., Cansiz G., Joof S., Aydinalp C., ...Daha Fazla

25th Telecommunication Forum (TELFOR), Belgrade, Sırbistan Ve Karadağ, 21 - 22 Kasım 2017, ss.403-406 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Belgrade
  • Basıldığı Ülke: Sırbistan Ve Karadağ
  • Sayfa Sayıları: ss.403-406
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

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.