A novel overlapped nuclei splitting algorithm for histopathological images


SERİN F., ERTÜRKLER M. , GÜL M.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, cilt.151, ss.57-70, 2017 (SCI İndekslerine Giren Dergi) identifier identifier identifier

  • Cilt numarası: 151
  • Basım Tarihi: 2017
  • Doi Numarası: 10.1016/j.cmpb.2017.08.010
  • Dergi Adı: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
  • Sayfa Sayıları: ss.57-70

Özet

Background and objective: Nuclei segmentation is a common process for quantitative analysis of histopathological images. However, this process generally results in overlapping of nuclei due to the nature of images, the sample preparation and staining, and image acquisition processes as well as insufficiency of 2D histopathological images to represent 3D characteristics of tissues. We present a novel algorithm to split overlapped nuclei.