Fully Automated Segmentation of Renal, Cortex and Medulla

Tulum G., Artug N. T., Osman O., Dandin O., YILMAZ V. T., KISAOĞLU A., ...Daha Fazla

Medical Technologies National Congress (TIPTEKNO), Magusa, CYPRUS, 8 - 10 Kasım 2018 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/tiptekno.2018.8596993
  • Basıldığı Şehir: Magusa
  • Basıldığı Ülke: CYPRUS
  • Anahtar Kelimeler: Renal transplantation, segmentation of kidney, cortex and medulla, DONOR KIDNEY VOLUME, OUTCOMES, MODEL
  • Akdeniz Üniversitesi Adresli: Evet

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 %03,97 +/- 0,02for total renal volume, %8,71 +/- 0,06 for cortex volume and %20,13 +/- 0,2 for medulla volume.