Seznam |
Téma: | Langerhans islet counting from microscopy images |
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Vedoucí: | Ing. Jan Švihlík Ph.D. |
Vypsáno jako: | Práce v týmu a její organizace |
Popis: | Evaluation of images of Langerhans islets is a crucial procedure for
planning an islet transplantation which is a promising diabetes treatment. This project deals with implementation of plugin for ImageJ software enabling an evaluation of images of Langerhans islets. |
Pokyny: | Subtasks:
- image segmentation into two classes (islet, background) using several classifiers (e.g. SVM, linear classifier) - implementation of method serving for estimation of segmentation quality - implementation of methods serving for estimation of quantitative islet parameters and their export to xls file - implementation of user friendly graphical user interface - creation of documentation in Latex typesetting software |
Literatura: | [1] Schlesinger, M. I. and Hlavac, V., [Ten Lectures on Statistical and Structural Pattern Recognition], Springer Netherlands, first ed. (2002). [2] Friberg, A. S., "Quantication of the islet product: Presentation of a standardized current good manufacturing practices compliant system with minimal variability," Transplantation 91(6), 677-683 (2011). [3] http://rsbweb.nih.gov/ij/ |
Realizace: | Software, Plugin for ImageJ |
Vypsáno dne: | 11.02.2014 |
Max. počet studentů: | 4 |
Přihlášení studenti: | |