• Automated Analysis of Microscopic Images of Isolated Pancreatic Islets 

      Autor: Habart D.; Švihlík J.; Schier J.; Cahová M.; Girman P.; Zacharovová K.; Berková Z.; Kříž J.; Fabryová E.; Kosinová L.; Papáčková Z.; Kybic J.; Saudek F.
      (Cognizant Communication Corporation, 2016)
      Clinical islet transplantation programs rely on the capacities of individual centers to quantify isolated islets. Current computer-assisted methods require input from human operators. Here we describe two machine learning ...
    • Volume estimation from single images: an application to pancreatic islets 

      Autor: Dvořák J.; Švihlík J.; Kybic J.; Radochová B.; Janáček J.; Kukal J.; Borovec J.; Habart D.
      (International Society for Stereology, 2018)
      The present paper deals with the problem of volume estimation of individual objects from a single 2D view. Our main application is volume estimation of pancreatic (Langerhans) islets and the single 2D view constraint comes ...