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  • Particle tracking is of key importance for quantitative analysis of intracellular dynamic processes from time-lapse microscopy image data. Because manually detecting and following large numbers of individual particles is not feasible, automated computational methods have been developed for these tasks by many groups. Aiming to perform an objective comparison of methods, we gathered the community and organized an open competition in which participating teams applied their own methods independently to a commonly defined data set including diverse scenarios. Performance was assessed using commonly defined measures. Although no single method performed best across all scenarios, the results revealed clear differences between the various approaches, leading to notable practical conclusions for users and developers.
  • Particle tracking is of key importance for quantitative analysis of intracellular dynamic processes from time-lapse microscopy image data. Because manually detecting and following large numbers of individual particles is not feasible, automated computational methods have been developed for these tasks by many groups. Aiming to perform an objective comparison of methods, we gathered the community and organized an open competition in which participating teams applied their own methods independently to a commonly defined data set including diverse scenarios. Performance was assessed using commonly defined measures. Although no single method performed best across all scenarios, the results revealed clear differences between the various approaches, leading to notable practical conclusions for users and developers. (en)
Title
  • Objective Comparison of Particle Tracking Methods
  • Objective Comparison of Particle Tracking Methods (en)
skos:prefLabel
  • Objective Comparison of Particle Tracking Methods
  • Objective Comparison of Particle Tracking Methods (en)
skos:notation
  • RIV/00216224:14330/14:00074917!RIV15-MSM-14330___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(EE2.3.30.0009)
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  • 3
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  • 33604
http://linked.open...ai/riv/idVysledku
  • RIV/00216224:14330/14:00074917
http://linked.open...riv/jazykVysledku
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  • Particle tracking; performance comparison; fluorescence microscopy (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • US - Spojené státy americké
http://linked.open...ontrolniKodProRIV
  • [7C0E25B2CCA3]
http://linked.open...i/riv/nazevZdroje
  • Nature Methods
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http://linked.open...v/svazekPeriodika
  • 11
http://linked.open...iv/tvurceVysledku
  • Maška, Martin
  • Ortiz-de-Solórzano, Carlos
  • Rohr, Karl
  • Blau, Helen M
  • Carthel, Craig
  • Coraluppi, Stefano
  • Jaldén, Joakim
  • Magnusson, Klas E G
  • Meijering, Erik
  • Kalaidzidis, Yannis
  • Cardinale, Janick
  • Celler, Katherine
  • Chenouard, Nicolas
  • Cohen, Andrew R
  • Dan, Han-Wei
  • Duncan, James
  • Godinez, William J
  • Gong, Yuanhao
  • Kervrann, Charles
  • Liang, Liang
  • Olivo-Marin, Jean-Christophe
  • Paul-Gilloteaux, Perrine
  • Roudot, Philippe
  • Sbalzarini, Ivo F
  • Shen, Hongying
  • Shorte, Spencer L
  • Smal, Ihor
  • Tinevez, Jean-Yves
  • Tsai, Yuh-Show
  • Waharte, François
  • Willemse, Joost
  • Winter, Mark
  • Xu, Yingke
  • de Chaumont, Fabrice
  • van Wezel, Gilles P
http://linked.open...ain/vavai/riv/wos
  • 000332086100020
issn
  • 1548-7091
number of pages
http://bibframe.org/vocab/doi
  • 10.1038/nmeth.2808
http://localhost/t...ganizacniJednotka
  • 14330
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