Development of a segmentation method for crypts of Lieberkühn detection using autofluorescence colon images

  • Luciana Ariadna Erbes Biofotónica y Procesamiento de Información Biológica (ByPIB) - Centro de Investigaciones y Transferencia de Entre Ríos (CITER-CONICET)
  • Ángel Zeitoune
  • Mariana Bianchi
  • Silvana Ruff
  • Víctor Casco
  • Javier Adur

Abstract

Colorectal cancer is one of the diseases with the greatest impact worldwide. It is very well known that the pathology prognosis is linked to an early detection and subsequent treatment. The processing of colon autofluorescence images allows the detection and segmentation of the pits from the crypts of Lieberkühn. The procedure is done by using information coming from endogenous fluorophores. The segmentation is essential to automatically quantify the type and distribution of the pits in each tissue according the patterns established by Kudo. Based on that pattern, the pathology is staged. Therefore, a method was designed to segment the pits from colon tissue images obtained by widefield autofluorescence microscopy.
Published
2018-04-26
Section
Scientific articles