Segmentation and Tracking of Organoids in Brightfield Microscopy Image Data – Bc. Lucia Dupkaničová
Bc. Lucia Dupkaničová
Master's thesis
Segmentation and Tracking of Organoids in Brightfield Microscopy Image Data
Segmentation and Tracking of Organoids in Brightfield Microscopy Image Data
Abstract:
Spoľahlivá automatická analýza obrazu je kľúčovou zložkou biomedicínskeho výskumu. Analýza obrazov organoidov pomáha pochopiť biochemické procesy v ľudskom tele a skúmať vplyv jednotlivých chemických látok na ľudské tkanivá. Za týmto účelom musia byť algoritmy pracujúce nad vstupnými obrazovými dátami spoľahlivé a robustné voči rôznorodosti biomedicínskych vzoriek a vstupných obrazových dát. Táto práca …moreAbstract:
Reliable automated image analysis has become crucial for biomedical research. Analysis of organoid images helps understand biochemical processes in human bodies and test influence of individual chemicals to human body tissues. To that end, the algorithms operating on the input image data must be reliable and robust to the high heterogeneity of the specimens and the input image data. This thesis presents …more
Language used: English
Date on which the thesis was submitted / produced: 17. 5. 2022
Identifier:
https://is.muni.cz/th/hpuxk/
Thesis defence
- Date of defence: 24. 6. 2022
- Supervisor: doc. RNDr. Martin Maška, Ph.D.
- Reader: prof. RNDr. Michal Kozubek, Ph.D.
Citation record
ISO 690-compliant citation record:
DUPKANIČOVÁ, Lucia. \textit{Segmentation and Tracking of Organoids in Brightfield Microscopy Image Data}. Online. Master's thesis. Brno: Masaryk University, Faculty of Informatics. 2022. Available from: https://theses.cz/id/m62hgx/.
Full text of thesis
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Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsMaster programme / field:
Visual informatics / Image processing and analysis