Automatic detection method of f-waves in electromyography recordings and their analysis Elektromiyografi kayitlarinda f-dalgalarinin otomatik algilanmasi metodu ve analizi

Artug T.

2021 Medical Technologies Congress, TIPTEKNO 2021, Antalya, Türkiye, 4 - 06 Kasım 2021, (Tam Metin Bildiri) identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/tiptekno53239.2021.9633012
  • Basıldığı Şehir: Antalya
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: algorithm., Electromyography, F-wave, signal processing
  • Yıldız Teknik Üniversitesi Adresli: Hayır

Özet

F-waves are electromyography signals which are recorded by using surface electrodes and contain information about the progression of disease. Motor unit number estimation can be done with the calculated parameters from F-waves. Rapid detection and analysis of F-waves via an algorithm provide speed and simplicity to clinicians. In this study, an algorithm was developed to detect F-waves automatically by using a data pool which include normal individuals, ALS and polio patients. Fwaves were detected correctly with 96.55% accuracy for in total 174 recordings. As a result of the analysis, number of repeater neuron parameter can differentiate normal individuals from ALS patients.