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Objective compariso...
Objective comparison of particle tracking methods
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Chenouard, Nicolas (author)
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Smal, Ihor (author)
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de Chaumont, Fabrice (author)
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show more...
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Maska, Martin (author)
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Sbalzarini, Ivo F. (author)
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Gong, Yuanhao (author)
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Cardinale, Janick (author)
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Carthel, Craig (author)
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Coraluppi, Stefano (author)
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Winter, Mark (author)
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Cohen, Andrew R. (author)
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Godinez, William J. (author)
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Rohr, Karl (author)
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Kalaidzidis, Yannis (author)
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Liang, Liang (author)
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Duncan, James (author)
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Shen, Hongying (author)
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Xu, Yingke (author)
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- Magnusson, Klas E. G. (author)
- KTH,Signalbehandling,ACCESS Linnaeus Centre
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- Jaldén, Joakim (author)
- KTH,Signalbehandling,ACCESS Linnaeus Centre
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Blau, Helen M. (author)
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Paul-Gilloteaux, Perrine (author)
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Roudot, Philippe (author)
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Kervrann, Charles (author)
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Waharte, Francois (author)
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Tinevez, Jean-Yves (author)
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Shorte, Spencer L. (author)
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Willemse, Joost (author)
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Celler, Katherine (author)
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van Wezel, Gilles P. (author)
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Dan, Han-Wei (author)
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Tsai, Yuh-Show (author)
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Ortiz de Solorzano, Carlos (author)
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Olivo-Marin, Jean-Christophe (author)
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Meijering, Erik (author)
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(creator_code:org_t)
- 2014-01-19
- 2014
- English.
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In: Nature Methods. - : Springer Science and Business Media LLC. - 1548-7091 .- 1548-7105. ; 11:3, s. 281-U247
- Related links:
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https://www.nature.c...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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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.
Subject headings
- NATURVETENSKAP -- Biologi -- Biokemi och molekylärbiologi (hsv//swe)
- NATURAL SCIENCES -- Biological Sciences -- Biochemistry and Molecular Biology (hsv//eng)
Keyword
- Atomic-Force Microscopy
- Automated Tracking
- Fluorescence Microscopy
- Dynamic Properties
- Video Microscopy
- Living Cells
- Images
- Segmentation
- Algorithms
- Transport
Publication and Content Type
- ref (subject category)
- art (subject category)
Find in a library
To the university's database
- By the author/editor
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Chenouard, Nicol ...
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Smal, Ihor
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de Chaumont, Fab ...
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Maska, Martin
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Sbalzarini, Ivo ...
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Gong, Yuanhao
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show more...
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Cardinale, Janic ...
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Carthel, Craig
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Coraluppi, Stefa ...
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Winter, Mark
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Cohen, Andrew R.
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Godinez, William ...
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Rohr, Karl
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Kalaidzidis, Yan ...
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Liang, Liang
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Duncan, James
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Shen, Hongying
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Xu, Yingke
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Magnusson, Klas ...
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Jaldén, Joakim
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Blau, Helen M.
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Paul-Gilloteaux, ...
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Roudot, Philippe
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Kervrann, Charle ...
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Waharte, Francoi ...
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Tinevez, Jean-Yv ...
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Shorte, Spencer ...
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Willemse, Joost
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Celler, Katherin ...
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van Wezel, Gille ...
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Dan, Han-Wei
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Tsai, Yuh-Show
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Ortiz de Solorza ...
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Olivo-Marin, Jea ...
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Meijering, Erik
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show less...
- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Biological Scien ...
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and Biochemistry and ...
- Articles in the publication
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Nature Methods
- By the university
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Royal Institute of Technology