Prohlížení Publikační činnost ČVUT dle autora "Kybic J."
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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 ... -
Potential Biomarkers From Positive Definite 4th Order Tensors In Hardi
Autor: Kaushik S.; Kybic J.; Bansal A.; Tsegey T.; Slovak J.
(IEEE Signal Processing Society, 2021)In this paper, we provide a framework to evaluate new scalar quantities for higher order tensors (HOT) appearing in high angular resolution diffusion imaging (HARDI). These can potentially serve as biomarkers. It involves ... -
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 ...