Cell tracking accuracy measurement based on comparison of acyclic oriented graphs
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F15%3A00080576" target="_blank" >RIV/00216224:14330/15:00080576 - isvavai.cz</a>
Alternative codes found
RIV/68081707:_____/15:00456332
Result on the web
<a href="http://dx.doi.org/10.1371/journal.pone.0144959" target="_blank" >http://dx.doi.org/10.1371/journal.pone.0144959</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1371/journal.pone.0144959" target="_blank" >10.1371/journal.pone.0144959</a>
Alternative languages
Result language
angličtina
Original language name
Cell tracking accuracy measurement based on comparison of acyclic oriented graphs
Original language description
Tracking motile cells in time-lapse series is challenging and is required in many biomedical applications. Cell tracks can be mathematically represented as acyclic oriented graphs. Their vertices describe the spatio-temporal locations of individual cells, whereas the edges represent temporal relationships between them. Such a representation maintains the knowledge of all important cellular events within a captured field of view, such as migration, division, death, and transit through the field of view.The increasing number of cell tracking algorithms calls for comparison of their performance. However, the lack of a standardized cell tracking accuracy measure makes the comparison impracticable. This paper defines and evaluates an accuracy measure for objective and systematic benchmarking of cell tracking algorithms. The measure assumes the existence of a ground-truth reference, and assesses how difficult it is to transform a computed graph into the reference one.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BO - Biophysics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
PLoS ONE
ISSN
1932-6203
e-ISSN
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Volume of the periodical
10
Issue of the periodical within the volume
12
Country of publishing house
US - UNITED STATES
Number of pages
19
Pages from-to
"e0144959"
UT code for WoS article
000366725800027
EID of the result in the Scopus database
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