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Volumn 64, Issue , 2015, Pages 101-116

Automatic detection and morphological delineation of bacteriophages in electron microscopy images

Author keywords

Aphanizomenon flos aquae; Bacteriophage; Bland Altman; Cyanobacteria; Cyanophage; Electron microscopy; Open active contours; Pattern recognition; Random forest; Vb AphaS CL131

Indexed keywords

DECISION TREES; ELECTRON MICROSCOPES; ELECTRON MICROSCOPY; FEATURE EXTRACTION; GEOMETRY; HOUGH TRANSFORMS; IMAGE ENHANCEMENT; OBJECT DETECTION; PATTERN RECOGNITION;

EID: 84936882280     PISSN: 00104825     EISSN: 18790534     Source Type: Journal    
DOI: 10.1016/j.compbiomed.2015.06.015     Document Type: Article
Times cited : (4)

References (48)
  • 1
    • 0012229502 scopus 로고    scopus 로고
    • Identification of spherical virus particles in digitized images of entire electron micrographs
    • Martin I.M.B., Marinescu D.C., Lynch R.E., Baker T.S. Identification of spherical virus particles in digitized images of entire electron micrographs. J. Struct. Biol. 1997, 120(2):146-157.
    • (1997) J. Struct. Biol. , vol.120 , Issue.2 , pp. 146-157
    • Martin, I.M.B.1    Marinescu, D.C.2    Lynch, R.E.3    Baker, T.S.4
  • 3
    • 77956912165 scopus 로고    scopus 로고
    • Computer-aided detection of centroblasts for follicular lymphoma grading using adaptive likelihood-based cell segmentation
    • Sertel O., Lozanski G., Shana[U+05F3]ah A., Gurcan M.N. Computer-aided detection of centroblasts for follicular lymphoma grading using adaptive likelihood-based cell segmentation. IEEE Trans. Biomed. Eng. 2010, 57(10):2613-2616.
    • (2010) IEEE Trans. Biomed. Eng. , vol.57 , Issue.10 , pp. 2613-2616
    • Sertel, O.1    Lozanski, G.2    Shana'ah, A.3    Gurcan, M.N.4
  • 4
    • 0347355582 scopus 로고    scopus 로고
    • Historical background. why is it important to improve automated particle selection methods?
    • Glaeser R.M. Historical background. why is it important to improve automated particle selection methods?. J. Struct. Biol. 2004, 145(1-2):15-18.
    • (2004) J. Struct. Biol. , vol.145 , Issue.1-2 , pp. 15-18
    • Glaeser, R.M.1
  • 5
    • 0347447280 scopus 로고    scopus 로고
    • A two step approach for semi-automated particle selection from low contrast cryo-electron micrographs
    • Hall R.J., Patwardhan A. A two step approach for semi-automated particle selection from low contrast cryo-electron micrographs. J. Struct. Biol. 2004, 145(1-2):19-28.
    • (2004) J. Struct. Biol. , vol.145 , Issue.1-2 , pp. 19-28
    • Hall, R.J.1    Patwardhan, A.2
  • 6
    • 0347355579 scopus 로고    scopus 로고
    • TYSON. robust searching, sorting, and selecting of single particles in electron micrographs
    • Plaisier J.R., Koning R., Koerten H., van Heel M., Abrahams J.P. TYSON. robust searching, sorting, and selecting of single particles in electron micrographs. J. Struct. Biol. 2004, 145(1-2):76-83.
    • (2004) J. Struct. Biol. , vol.145 , Issue.1-2 , pp. 76-83
    • Plaisier, J.R.1    Koning, R.2    Koerten, H.3    van Heel, M.4    Abrahams, J.P.5
  • 8
    • 0347355581 scopus 로고    scopus 로고
    • Detecting circular and rectangular particles based on geometric feature detection in electron micrographs
    • Yu Z.Y., Bajaj C. detecting circular and rectangular particles based on geometric feature detection in electron micrographs. J. Struct. Biol. 2004, 145(1-2):168-180.
    • (2004) J. Struct. Biol. , vol.145 , Issue.1-2 , pp. 168-180
    • Yu, Z.Y.1    Bajaj, C.2
  • 9
    • 0035159819 scopus 로고    scopus 로고
    • Hierarchical iterative Bayesian approach to automatic recognition of biological viruses in electron microscope images
    • Proceedings of the IEEE International Conference on Image Processing, IEEE, Thessaloniki, Greece
    • B.J. Matuszewski, L.-K. Shark, Hierarchical iterative Bayesian approach to automatic recognition of biological viruses in electron microscope images, in: Proceedings of the IEEE International Conference on Image Processing, vol. 2, IEEE, Thessaloniki, Greece, 2001, pp. 347-350.
    • (2001) , vol.2 , pp. 347-350
    • Matuszewski, B.J.1    Shark, L.-K.2
  • 11
    • 0347447277 scopus 로고    scopus 로고
    • Automatic particle pickup method using a neural network has high accuracy by applying an initial weight derived from eigenimages. a new reference free method for single-particle analysis
    • Ogura T., Sato C. Automatic particle pickup method using a neural network has high accuracy by applying an initial weight derived from eigenimages. a new reference free method for single-particle analysis. J. Struct. Biol. 2004, 145(1-2):63-75.
    • (2004) J. Struct. Biol. , vol.145 , Issue.1-2 , pp. 63-75
    • Ogura, T.1    Sato, C.2
  • 13
    • 33947724265 scopus 로고    scopus 로고
    • Biological shape characterization for automatic image recognition and diagnosis of protozoan parasites of the genus eimeria
    • Castañón C.A.B., Recarte E., Alcorlo M., Fraga J.S., Fernandez S., Gruber A., Costa L.da F. Biological shape characterization for automatic image recognition and diagnosis of protozoan parasites of the genus eimeria. Pattern Recognit. 2007, 40(7):1899-1910.
    • (2007) Pattern Recognit. , vol.40 , Issue.7 , pp. 1899-1910
    • Castañón, C.A.B.1    Recarte, E.2    Alcorlo, M.3    Fraga, J.S.4    Fernandez, S.5    Gruber, A.6    Costa, L.F.7
  • 14
    • 0032305559 scopus 로고    scopus 로고
    • Unsupervised cell nucleus segmentation with active contours
    • Bamford P., Lovell B.C. Unsupervised cell nucleus segmentation with active contours. Signal Process. 1998, 71(2):203-213.
    • (1998) Signal Process. , vol.71 , Issue.2 , pp. 203-213
    • Bamford, P.1    Lovell, B.C.2
  • 16
    • 84892174564 scopus 로고    scopus 로고
    • Segmentation, inference and classification of partially overlapping nanoparticles
    • Park C., Huang J.Z., Ji J.X., Ding Y. Segmentation, inference and classification of partially overlapping nanoparticles. IEEE Trans. Pattern Anal. Mach. Intell. 2013, 35(3):669-681.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.3 , pp. 669-681
    • Park, C.1    Huang, J.Z.2    Ji, J.X.3    Ding, Y.4
  • 17
    • 25144506135 scopus 로고    scopus 로고
    • Viruses in the sea
    • Suttle C.A. Viruses in the sea. Nature 2005, 437(7057):356-361. 10.1038/nature04160.
    • (2005) Nature , vol.437 , Issue.7057 , pp. 356-361
    • Suttle, C.A.1
  • 18
    • 34548792911 scopus 로고    scopus 로고
    • Marine viruses-major players in the global ecosystem
    • Suttle C.A. Marine viruses-major players in the global ecosystem. Nat. Rev. Microbiol. 2007, 5(10):801-812. 10.1038/nrmicro1750.
    • (2007) Nat. Rev. Microbiol. , vol.5 , Issue.10 , pp. 801-812
    • Suttle, C.A.1
  • 19
    • 66149151286 scopus 로고    scopus 로고
    • Viruses manipulate the marine environment
    • Rohwer F., Thurber R.V. Viruses manipulate the marine environment. Nature 2009, 459(7244):207-212. 10.1038/nature08060.
    • (2009) Nature , vol.459 , Issue.7244 , pp. 207-212
    • Rohwer, F.1    Thurber, R.V.2
  • 20
    • 84867142028 scopus 로고    scopus 로고
    • Prokaryote viruses studied by electron microscopy
    • Ackermann H.-W., Prangishvili D. Prokaryote viruses studied by electron microscopy. Arch. Virol. 2012, 157(10):1843-1849. 10.1007/s00705-012-1383-y.
    • (2012) Arch. Virol. , vol.157 , Issue.10 , pp. 1843-1849
    • Ackermann, H.-W.1    Prangishvili, D.2
  • 21
    • 0038392706 scopus 로고    scopus 로고
    • Bacteriophage observations and evolution
    • Ackermann H.W. Bacteriophage observations and evolution. Res. Microbiol. 2003, 154(4):245-251.
    • (2003) Res. Microbiol. , vol.154 , Issue.4 , pp. 245-251
    • Ackermann, H.W.1
  • 22
    • 33846408740 scopus 로고    scopus 로고
    • 5500 phages examined in the electron microscope
    • Ackermann H.W. 5500 phages examined in the electron microscope. Arch. Virol. 2007, 152(2):227-243.
    • (2007) Arch. Virol. , vol.152 , Issue.2 , pp. 227-243
    • Ackermann, H.W.1
  • 23
    • 0036255283 scopus 로고    scopus 로고
    • Genomic sequence and evolution of marine Cyanophage P60. a new insight on lytic and lysogenic phages
    • Chen F., Lu J. Genomic sequence and evolution of marine Cyanophage P60. a new insight on lytic and lysogenic phages. Appl. Environ. Microbiol. 2002, 68(5):2589-2594. 10.1128/AEM.68.5.2589-2594.2002.
    • (2002) Appl. Environ. Microbiol. , vol.68 , Issue.5 , pp. 2589-2594
    • Chen, F.1    Lu, J.2
  • 24
    • 0037385295 scopus 로고    scopus 로고
    • Phages of the marine cyanobacterial picophytoplankton
    • Mann N. Phages of the marine cyanobacterial picophytoplankton. FEMS Microbiol. Rev. 2003, 27(1):17-34. 10.1128/AEM.72.2.1239.
    • (2003) FEMS Microbiol. Rev. , vol.27 , Issue.1 , pp. 17-34
    • Mann, N.1
  • 25
    • 35948993040 scopus 로고    scopus 로고
    • Large variabilities in host strain susceptibility and phage host range govern interactions between lytic marine phages and their flavobacterium hosts
    • Holmfeldt K., Middelboe M., Nybroe L., Riemann O. Large variabilities in host strain susceptibility and phage host range govern interactions between lytic marine phages and their flavobacterium hosts. Appl. Environ. Microbiol. 2007, 73(21):6730-6739.
    • (2007) Appl. Environ. Microbiol. , vol.73 , Issue.21 , pp. 6730-6739
    • Holmfeldt, K.1    Middelboe, M.2    Nybroe, L.3    Riemann, O.4
  • 26
    • 0041375471 scopus 로고    scopus 로고
    • Cyanophages infecting the oceanic cyanobacterium prochlorococcus
    • Sullivan M.B., Waterbury J.B., Chisholm S.W. Cyanophages infecting the oceanic cyanobacterium prochlorococcus. Nature 2003, 424(6952):1047-1051. 10.1038/nature01929.
    • (2003) Nature , vol.424 , Issue.6952 , pp. 1047-1051
    • Sullivan, M.B.1    Waterbury, J.B.2    Chisholm, S.W.3
  • 27
    • 70350464284 scopus 로고    scopus 로고
    • The genome and structural proteome of an ocean siphovirus. a new window into the cyanobacterial "mobilome"
    • Sullivan M.B., Krastins B., Hughes J.L., Kelly L., Chase M., Sarracino D., Chisholm S.W. The genome and structural proteome of an ocean siphovirus. a new window into the cyanobacterial "mobilome". Environ. Microbiol. 2009, 11(11):2935-2951. 10.1111/j.1462-2920.2009.02081.x.
    • (2009) Environ. Microbiol. , vol.11 , Issue.11 , pp. 2935-2951
    • Sullivan, M.B.1    Krastins, B.2    Hughes, J.L.3    Kelly, L.4    Chase, M.5    Sarracino, D.6    Chisholm, S.W.7
  • 28
    • 33645880129 scopus 로고    scopus 로고
    • Viral burst size of heterotrophic prokaryotes in aquatic systems
    • Parada V., Herndl G.J., Weinbauer M.G. Viral burst size of heterotrophic prokaryotes in aquatic systems. J. Mar. Biol. Assoc. U.K. 2006, 86(3):613-621.
    • (2006) J. Mar. Biol. Assoc. U.K. , vol.86 , Issue.3 , pp. 613-621
    • Parada, V.1    Herndl, G.J.2    Weinbauer, M.G.3
  • 29
    • 43549111345 scopus 로고    scopus 로고
    • Evidence for cyanophages active against bloom-forming freshwater cyanobacteria
    • Deng L., Hayes P.K. Evidence for cyanophages active against bloom-forming freshwater cyanobacteria. Freshwater Biol. 2008, 53(6):1240-1252. 10.1111/j.1365-2427.2007.01947.x.
    • (2008) Freshwater Biol. , vol.53 , Issue.6 , pp. 1240-1252
    • Deng, L.1    Hayes, P.K.2
  • 30
    • 85007197283 scopus 로고    scopus 로고
    • Draft genome sequence of the cyanobacterium Aphanizomenon flos-aquae strain 2012/KM1/D3, isolated from the Curonian Lagoon (Baltic Sea)
    • e01392-14.
    • Sulcius S., Alzbutas G., Kvederaviciute K., Koreiviene J., Zakrys L., Lubys A., Paskauskas R. Draft genome sequence of the cyanobacterium Aphanizomenon flos-aquae strain 2012/KM1/D3, isolated from the Curonian Lagoon (Baltic Sea). Genome Announc. 2015, 3(1). e01392-14.
    • (2015) Genome Announc. , vol.3 , Issue.1
    • Sulcius, S.1    Alzbutas, G.2    Kvederaviciute, K.3    Koreiviene, J.4    Zakrys, L.5    Lubys, A.6    Paskauskas, R.7
  • 31
    • 0034567795 scopus 로고    scopus 로고
    • Phase congruency. a low-level image invariant
    • Kovesi P. Phase congruency. a low-level image invariant. Psychol. Res. 2000, 64:136-148.
    • (2000) Psychol. Res. , vol.64 , pp. 136-148
    • Kovesi, P.1
  • 34
    • 84981689133 scopus 로고
    • Aphanizomenon flos-aquae. infection by cyanophages
    • Granhall U. Aphanizomenon flos-aquae. infection by cyanophages. Physiol. Plant. 1972, 26(3):332-337.
    • (1972) Physiol. Plant. , vol.26 , Issue.3 , pp. 332-337
    • Granhall, U.1
  • 35
    • 83655167142 scopus 로고    scopus 로고
    • Phase congruency-based detection of circular objects applied to analysis of phytoplankton images
    • Verikas A., Gelzinis A., Bacauskiene M. Phase congruency-based detection of circular objects applied to analysis of phytoplankton images. Pattern Recognit. 2012, 45(4):1659-1670.
    • (2012) Pattern Recognit. , vol.45 , Issue.4 , pp. 1659-1670
    • Verikas, A.1    Gelzinis, A.2    Bacauskiene, M.3
  • 38
    • 0032028944 scopus 로고    scopus 로고
    • Snakes, shapes, and gradient vector flow
    • Xu C., Prince J.L. Snakes, shapes, and gradient vector flow. IEEE Trans. Image Process. 1998, 7(3):359-369.
    • (1998) IEEE Trans. Image Process. , vol.7 , Issue.3 , pp. 359-369
    • Xu, C.1    Prince, J.L.2
  • 39
    • 84904605140 scopus 로고    scopus 로고
    • Learning accurate active contours
    • L. Iliadis, H. Papadopoulos, C. Jayne (Eds.), Engineering Applications of Neural Networks, Communications in Computer and Information Science, Springer, Berlin, Heidelberg
    • A. Gelzinis, A. Verikas, M. Bacauskiene, E. Vaiciukynas, Learning accurate active contours, in: L. Iliadis, H. Papadopoulos, C. Jayne (Eds.), Engineering Applications of Neural Networks, Communications in Computer and Information Science, vol. 383, Springer, Berlin, Heidelberg, 2013, pp. 396-405.
    • (2013) , vol.383 , pp. 396-405
    • Gelzinis, A.1    Verikas, A.2    Bacauskiene, M.3    Vaiciukynas, E.4
  • 40
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L. Random forests. Mach. Learn. 2001, 45:5-32. 10.1023/A:1010933404324.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 41
    • 80053378640 scopus 로고    scopus 로고
    • Free boundary conditions active contours with applications for vision
    • G. Bebis, R. Boyle, B. Parvin, D. Koracin, S. Wang, K. Kyungnam, B. Benes, K. Moreland, C. Borst, S. DiVerdi, C. Yi-Jen, J. Ming (Eds.), Advances in Visual Computing, Lecture Notes in Computer Science, Springer, Berlin, Heidelberg
    • M. Shemesh, O. Ben-Shahar, Free boundary conditions active contours with applications for vision, in: G. Bebis, R. Boyle, B. Parvin, D. Koracin, S. Wang, K. Kyungnam, B. Benes, K. Moreland, C. Borst, S. DiVerdi, C. Yi-Jen, J. Ming (Eds.), Advances in Visual Computing, Lecture Notes in Computer Science, vol. 6938, Springer, Berlin, Heidelberg, 2011, pp. 180-191, doi:10.1007/978-3-642-24028-7-17.
    • (2011) , vol.6938 , pp. 180-191
    • Shemesh, M.1    Ben-Shahar, O.2
  • 43
    • 77951180564 scopus 로고    scopus 로고
    • An empirical power comparison of univariate goodness-of-fit tests for normality
    • Romão X., Delgado R., Costa A. An empirical power comparison of univariate goodness-of-fit tests for normality. J. Stat. Comput. Simul. 2010, 80(5):545-591. 10.1080/00949650902740824.
    • (2010) J. Stat. Comput. Simul. , vol.80 , Issue.5 , pp. 545-591
    • Romão, X.1    Delgado, R.2    Costa, A.3
  • 44
    • 0038675123 scopus 로고    scopus 로고
    • Applying the right statistics. analyses of measurement studies
    • Bland J.M., Altman D.G. Applying the right statistics. analyses of measurement studies. Ultrasound Obstet. Gynecol. 2003, 22(1):85-93. 10.1002/uog.122.
    • (2003) Ultrasound Obstet. Gynecol. , vol.22 , Issue.1 , pp. 85-93
    • Bland, J.M.1    Altman, D.G.2
  • 45
    • 0014525216 scopus 로고
    • Self-assembly of biological structures
    • Kushner D.J. Self-assembly of biological structures. Bacteriol. Rev. 1969, 33(2):302-345.
    • (1969) Bacteriol. Rev. , vol.33 , Issue.2 , pp. 302-345
    • Kushner, D.J.1
  • 46
    • 79953106017 scopus 로고    scopus 로고
    • Bacteriophage assembly
    • Aksyuk A.A., Rossmann M.G. Bacteriophage assembly. Viruses 2011, 3(3):172-203. 10.3390/v3030172.
    • (2011) Viruses , vol.3 , Issue.3 , pp. 172-203
    • Aksyuk, A.A.1    Rossmann, M.G.2
  • 47
    • 0014180420 scopus 로고
    • Ultrastructure of bacteriophage and bacteriocins
    • Bradley D.E. Ultrastructure of bacteriophage and bacteriocins. Bacteriol. Rev. 1967, 31(4):230-314.
    • (1967) Bacteriol. Rev. , vol.31 , Issue.4 , pp. 230-314
    • Bradley, D.E.1


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