Fully Automated Segmentation of Renal, Cortex and Medulla Böbrek, Korteks ve Medulla Yapilarinin Otomatik Bölütlenmesi

Tulum G., Artuğ N. T., Osman O., Yilmaz V. T., Ergin T., Cüce F., ...Daha Fazla

2018 Medical Technologies National Congress, TIPTEKNO 2018, Magusa, Kıbrıs (Gkry), 8 - 10 Kasım 2018, (Tam Metin Bildiri) identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/tiptekno.2018.8596993
  • Basıldığı Şehir: Magusa
  • Basıldığı Ülke: Kıbrıs (Gkry)
  • Anahtar Kelimeler: cortex and medulla, Renal transplantation, segmentation of kidney
  • Yıldız Teknik Üniversitesi Adresli: Hayır

Özet

It is assume that volumes of cortex and medulla are related with recovery of the kidney after transplantation. In this work, a fully automated segmentation and volume calculation method is proposed for determining renal volumes. 10 kidneys of 5 donors are used as a dataset. When the output volumes of the proposed system were compared to the golden standarts, Volume error rates are obtained as %3,97±0,02for total renal volume, %8,71±0,06 for cortex volume and %20,13±0,2 for medulla volume.