Microscopy Image Browser: A Platform for Segmentation and Analysis of Multidimensional Datasets

被引:287
作者
Belevich, Ilya [1 ]
Joensuu, Merja [1 ,2 ]
Kumar, Darshan [1 ]
Vihinen, Helena [1 ]
Jokitalo, Eija [1 ]
机构
[1] Univ Helsinki, Inst Biotechnol, Electron Microscopy Unit, Helsinki, Finland
[2] Queensland Brain Inst, Single Mol Neurosci Lab, Brisbane, Qld, Australia
基金
芬兰科学院;
关键词
3D VISUALIZATION; CELLS;
D O I
10.1371/journal.pbio.1002340
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Understanding the structure-function relationship of cells and organelles in their natural context requires multidimensional imaging. As techniques for multimodal 3-D imaging have become more accessible, effective processing, visualization, and analysis of large datasets are posing a bottleneck for the workflow. Here, we present a new software package for high-performance segmentation and image processing of multidimensional datasets that improves and facilitates the full utilization and quantitative analysis of acquired data, which is freely available from a dedicated website. The open-source environment enables modification and insertion of new plug-ins to customize the program for specific needs. We provide practical examples of program features used for processing, segmentation and analysis of light and electron microscopy datasets, and detailed tutorials to enable users to rapidly and thoroughly learn how to use the program.
引用
收藏
页数:13
相关论文
共 38 条
[1]   SLIC Superpixels Compared to State-of-the-Art Superpixel Methods [J].
Achanta, Radhakrishna ;
Shaji, Appu ;
Smith, Kevin ;
Lucchi, Aurelien ;
Fua, Pascal ;
Suesstrunk, Sabine .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2012, 34 (11) :2274-2281
[2]  
Allan C, 2012, NAT METHODS, V9, P245, DOI [10.1038/NMETH.1896, 10.1038/nmeth.1896]
[3]   How to Bury the Dead: Elimination of Apoptotic Hair Cells from the Hearing Organ of the Mouse [J].
Anttonen, Tommi ;
Belevich, Ilya ;
Kirjavainen, Anna ;
Laos, Maarja ;
Brakebusch, Cord ;
Jokitalo, Eija ;
Pirvola, Ulla .
JARO-JOURNAL OF THE ASSOCIATION FOR RESEARCH IN OTOLARYNGOLOGY, 2014, 15 (06) :975-992
[4]   Cdc42-dependent structural development of auditory supporting cells is required for wound healing at adulthood [J].
Anttonen, Tommi ;
Kirjavainen, Anna ;
Belevich, Ilya ;
Laos, Maarja ;
Richardson, William D. ;
Jokitalo, Eija ;
Brakebusch, Cord ;
Pirvola, Ulla .
SCIENTIFIC REPORTS, 2012, 2
[5]  
Belevich I, 2015, MICROSCOPY IMAGE BRO
[6]   An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision [J].
Boykov, Y ;
Kolmogorov, V .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2004, 26 (09) :1124-1137
[7]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[8]  
Brewer C.A, 2013, ColorBrewer 2.0
[9]   Power Watershed: A Unifying Graph-Based Optimization Framework [J].
Couprie, Camille ;
Grady, Leo ;
Najman, Laurent ;
Talbot, Hugues .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2011, 33 (07) :1384-1399
[10]   CHOLINE TRANSPORTER-LIKE1 is required for sieve plate development to mediate long-distance cell-to-cell communication [J].
Dettmer, Jan ;
Ursache, Robertas ;
Campilho, Ana ;
Miyashima, Shunsuke ;
Belevich, Ilya ;
O'Regan, Seana ;
Mullendore, Daniel Leroy ;
Yadav, Shri Ram ;
Lanz, Christa ;
Beverina, Luca ;
Papagni, Antonio ;
Schneeberger, Korbinian ;
Weigel, Detlef ;
Stierhof, York-Dieter ;
Moritz, Thomas ;
Knoblauch, Michael ;
Jokitalo, Eija ;
Helariutta, Yka .
NATURE COMMUNICATIONS, 2014, 5