Cell tracking improved through machine learning

Публікація:
Cell tracking improved through machine learning

dc.contributor.author	Kupriianov, S.
dc.date.accessioned	2024-08-26T14:58:40Z
dc.date.available	2024-08-26T14:58:40Z
dc.date.issued	2024
dc.description.abstract	The work is devoted to assessing the challenges and advancements in microscopy data analysis, focusing on cell tracking, object detection, lineage reconstruction, and the application of machine learning. It highlights the difficulties in accurate lineage reconstruction, the importance of metrics in assessing tracking algorithms, and the role of machine learning in proposing hypotheses and understanding complex biological systems.
dc.identifier.citation	Kupriianov S. Cell tracking improved through machine learning / S. Kupriianov ; Scientific adviser Doctor of technical sciences, Professor O. G. Avrunin // Радіоелектроніка та молодь у XXI столітті : матеріали 28-го Міжнар. молодіж. форуму, 16–18 квітня 2024 р. – Харків : ХНУРЕ, 2024. – Т. 6 – С. 77-79. – DOI : https://doi.org/10.30837/IYF.IIS.2024.077.
dc.identifier.doi	https://doi.org/10.30837/IYF.IIS.2024.077
dc.identifier.uri	https://openarchive.nure.ua/handle/document/28141
dc.language.iso	en
dc.publisher	ХНУРЕ
dc.subject	machine learning
dc.title	Cell tracking improved through machine learning
dc.type	Thesis
dspace.entity.type	Publication