메뉴 건너뛰기




Volumn 149, Issue 4, 2010, Pages 299-309

Automated detection and quantification of fluorescently labeled synapses in murine brain tissue sections for high throughput applications

Author keywords

Bioimage analysis; Fluorescence microscopy; High throughput synapse detection; Neural tissue; Support vector machine; Synaptophysin staining

Indexed keywords

AUTOMATED DETECTION; BIOIMAGE ANALYSIS; BRAIN TISSUE; CONFIDENCE THRESHOLD; CONFIDENCE VALUES; FLUORESCENCE SIGNALS; FLUORESCENT DYES; HAND-TUNING; HIGH THROUGHPUT; IMAGE PIXELS; LABELING METHODS; LOCAL CONFIDENCE; NEURAL TISSUE; ON-MACHINES; SCREENING SYSTEM; SOFTWARE APPROACH; SYNAPTOPHYSIN; TISSUE SECTIONS;

EID: 77956941398     PISSN: 01681656     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbiotec.2010.03.004     Document Type: Article
Times cited : (15)

References (39)
  • 1
    • 0033931867 scopus 로고    scopus 로고
    • Assessing the accuracy of prediction algorithms for classification: an overview
    • Baldi P., Brunak S., Chauvin Y., Andersen C.A.F., Nielsen H. Assessing the accuracy of prediction algorithms for classification: an overview. Bioinform. Rev. 2000, 16:412-424.
    • (2000) Bioinform. Rev. , vol.16 , pp. 412-424
    • Baldi, P.1    Brunak, S.2    Chauvin, Y.3    Andersen, C.A.F.4    Nielsen, H.5
  • 3
    • 11844300757 scopus 로고    scopus 로고
    • Postsynaptic signaling networks: cellular cogwheels underlying long-term plasticity
    • Blitzer R.D., Iyengar R., Landau E.M. Postsynaptic signaling networks: cellular cogwheels underlying long-term plasticity. Biol. Psychiatry 2005, 57:113-119.
    • (2005) Biol. Psychiatry , vol.57 , pp. 113-119
    • Blitzer, R.D.1    Iyengar, R.2    Landau, E.M.3
  • 5
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C.J.C. A tutorial on support vector machines for pattern recognition. Data Mining Knowledge Discov. 1998, 2:121-167.
    • (1998) Data Mining Knowledge Discov. , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 6
    • 33947361087 scopus 로고    scopus 로고
    • Software opens the door to quantitative imaging
    • Carpenter A.E. Software opens the door to quantitative imaging. Nat. Methods 2007, 4:120-121.
    • (2007) Nat. Methods , vol.4 , pp. 120-121
    • Carpenter, A.E.1
  • 9
    • 38449097642 scopus 로고    scopus 로고
    • Fluorescence detection of protein clusters in individual cells and tissue sections by using toponome imaging system: sample preparation and measuring procedures
    • Friedenberger M., Bode M., Krusche A., Schubert W. Fluorescence detection of protein clusters in individual cells and tissue sections by using toponome imaging system: sample preparation and measuring procedures. Nat. Protocols 2007, 2:2285-2294.
    • (2007) Nat. Protocols , vol.2 , pp. 2285-2294
    • Friedenberger, M.1    Bode, M.2    Krusche, A.3    Schubert, W.4
  • 10
    • 0030467291 scopus 로고    scopus 로고
    • Unbiased stereological estimation of the total number of synapses in a brain region
    • Geinsman Y., Gunderson H.J., van der Zee E., West M.J. Unbiased stereological estimation of the total number of synapses in a brain region. J. Neurocytol. 1996, 25:805-819.
    • (1996) J. Neurocytol. , vol.25 , pp. 805-819
    • Geinsman, Y.1    Gunderson, H.J.2    van der Zee, E.3    West, M.J.4
  • 12
    • 33947355325 scopus 로고    scopus 로고
    • Single-cell quantification of molecules and rates using open-source microscope-based cytometry
    • Gordon A., Colman-Lerner A., Chin T., Benjamin K., Yu R., Brent R. Single-cell quantification of molecules and rates using open-source microscope-based cytometry. Nat. Methods 2007, 4:175-181.
    • (2007) Nat. Methods , vol.4 , pp. 175-181
    • Gordon, A.1    Colman-Lerner, A.2    Chin, T.3    Benjamin, K.4    Yu, R.5    Brent, R.6
  • 13
    • 0024443297 scopus 로고
    • Receiver operating characteristic methodology: the state of the art
    • Hanley J.A. Receiver operating characteristic methodology: the state of the art. Crit. Rev. Diagnost. Imaging 1989, 29:307-335.
    • (1989) Crit. Rev. Diagnost. Imaging , vol.29 , pp. 307-335
    • Hanley, J.A.1
  • 14
    • 51049093776 scopus 로고    scopus 로고
    • Flexible synapse detection in fluorescence micrographs by modeling human expert grading. Proc of 5th IEEE International Symposium on Biomedical Imaging (ISBI)
    • Herold, J., Friedenberger, M., Bode, M., Rajpoot, N., Schubert, W., Nattkemper, T.W., 2008a. Flexible synapse detection in fluorescence micrographs by modeling human expert grading. Proc of 5th IEEE International Symposium on Biomedical Imaging (ISBI), 1347-1350.
    • (2008) , pp. 1347-1350
    • Herold, J.1    Friedenberger, M.2    Bode, M.3    Rajpoot, N.4    Schubert, W.5    Nattkemper, T.W.6
  • 15
    • 67549097164 scopus 로고    scopus 로고
    • A machine learning based system for multichannel fluorescence analysis in pancreatic tissue bioimages. Proc IEEE International Conference on Bioinformatics and Bioengineering (BIBE)
    • Herold, J., Abouna, S., Zhou, L., Pelengaris, S., Epstein, D.B.A., Khan, M., Nattkemper T.W., 2008b. A machine learning based system for multichannel fluorescence analysis in pancreatic tissue bioimages. Proc IEEE International Conference on Bioinformatics and Bioengineering (BIBE), 1-6.
    • (2008) , pp. 1-6
    • Herold, J.1    Abouna, S.2    Zhou, L.3    Pelengaris, S.4    Epstein, D.B.A.5    Khan, M.6    Nattkemper, T.W.7
  • 17
    • 0038561173 scopus 로고    scopus 로고
    • Long-term potentiation: outstanding questions and attempted synthesis
    • Lisman J. Long-term potentiation: outstanding questions and attempted synthesis. Philos. Trans. R. Soc. Lond. B. Biol. Sci. 2003, 358:829-842.
    • (2003) Philos. Trans. R. Soc. Lond. B. Biol. Sci. , vol.358 , pp. 829-842
    • Lisman, J.1
  • 18
    • 38349044046 scopus 로고    scopus 로고
    • Multiclass cell detection in bright field images of cell mixtures with ECOC probability estimation
    • Long X., Cleveland W.L., Yao Y.L. Multiclass cell detection in bright field images of cell mixtures with ECOC probability estimation. Image Vision Comput. 2008, 26:578-591.
    • (2008) Image Vision Comput. , vol.26 , pp. 578-591
    • Long, X.1    Cleveland, W.L.2    Yao, Y.L.3
  • 19
    • 0033578855 scopus 로고    scopus 로고
    • Long-term potentiation-a decade of progress?
    • Malenka R.C., Nicoll R.A. Long-term potentiation-a decade of progress?. Science 1999, 285:1870-1874.
    • (1999) Science , vol.285 , pp. 1870-1874
    • Malenka, R.C.1    Nicoll, R.A.2
  • 20
    • 0142123397 scopus 로고    scopus 로고
    • Complementary techniques for unbiased stereology of brain ultrastructure
    • Marrone D.F., LeBoutillier J.C., Petit T.L. Complementary techniques for unbiased stereology of brain ultrastructure. J. Electron Microscopy 2003, 52:425-428.
    • (2003) J. Electron Microscopy , vol.52 , pp. 425-428
    • Marrone, D.F.1    LeBoutillier, J.C.2    Petit, T.L.3
  • 21
    • 34250892420 scopus 로고    scopus 로고
    • Array tomography: a new tool for imaging the molecular architecture of ultrastructure of neural circuits
    • Micheva K.D., Smith S.J. Array tomography: a new tool for imaging the molecular architecture of ultrastructure of neural circuits. Neuron 2007, 55:25-36.
    • (2007) Neuron , vol.55 , pp. 25-36
    • Micheva, K.D.1    Smith, S.J.2
  • 22
    • 0035354249 scopus 로고    scopus 로고
    • A neural classifier enabling high-throughput topological analysis of lymphocytes in tissue sections
    • Nattkemper T.W., Ritter H.J., Schubert W. A neural classifier enabling high-throughput topological analysis of lymphocytes in tissue sections. IEEE Trans. Inf. Technol. Biomed. 2001, 5:138-149.
    • (2001) IEEE Trans. Inf. Technol. Biomed. , vol.5 , pp. 138-149
    • Nattkemper, T.W.1    Ritter, H.J.2    Schubert, W.3
  • 23
    • 0036825536 scopus 로고    scopus 로고
    • A neural network architecture for automatic segmentation of fluorescence micrographs
    • Nattkemper T.W., Wersing H., Ritter H., Schubert W. A neural network architecture for automatic segmentation of fluorescence micrographs. Neurocomputing 2002, 48:357-367.
    • (2002) Neurocomputing , vol.48 , pp. 357-367
    • Nattkemper, T.W.1    Wersing, H.2    Ritter, H.3    Schubert, W.4
  • 25
    • 70349306111 scopus 로고    scopus 로고
    • Automatic segmentation of digital micrographs: a survey
    • Nattkemper T.W. Automatic segmentation of digital micrographs: a survey. Stud. Health Technol. Inform. 2004, 107:847-851.
    • (2004) Stud. Health Technol. Inform. , vol.107 , pp. 847-851
    • Nattkemper, T.W.1
  • 26
    • 0025465145 scopus 로고
    • Scale-space and edge detection using anisotropic diffusion
    • Perona P., Malik J. Scale-space and edge detection using anisotropic diffusion. IEEE Trans. Pattern Anal. Mach. Intell. 1990, 12:629-639.
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell. , vol.12 , pp. 629-639
    • Perona, P.1    Malik, J.2
  • 27
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparison to regularized likelihood methods. In: Smola, A.J., Bartlett, P., Schoelkopf, B., Schuurmans, D. (Eds.), Advances in Large Margin Classifiers. MIT Press, Cambridge
    • Platt, J., 2000. Probabilistic outputs for support vector machines and comparison to regularized likelihood methods. In: Smola, A.J., Bartlett, P., Schoelkopf, B., Schuurmans, D. (Eds.), Advances in Large Margin Classifiers. MIT Press, Cambridge, pp. 61-74.
    • (2000) , pp. 61-74
    • Platt, J.1
  • 30
  • 31
    • 0033991595 scopus 로고    scopus 로고
    • A method for measuring colocalization of presynaptic markers with anatomically labeled axons using double label immunofluorescence and confocal microscopy
    • Silver M.A., Stryker M.P. A method for measuring colocalization of presynaptic markers with anatomically labeled axons using double label immunofluorescence and confocal microscopy. J. Neurosci. Methods 2000, 94:205-215.
    • (2000) J. Neurosci. Methods , vol.94 , pp. 205-215
    • Silver, M.A.1    Stryker, M.P.2
  • 32
    • 18744438529 scopus 로고    scopus 로고
    • Artificial neural network-aided image analysis system for cell counting
    • Sjöström P.J., Frydel B.R., Wahlberg L.U. Artificial neural network-aided image analysis system for cell counting. Cytometry 1999, 36:18-26.
    • (1999) Cytometry , vol.36 , pp. 18-26
    • Sjöström, P.J.1    Frydel, B.R.2    Wahlberg, L.U.3
  • 33
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • Smola A.J., Schölkopf B. A tutorial on support vector regression. Stat. Comput. 2004, 14:199-222.
    • (2004) Stat. Comput. , vol.14 , pp. 199-222
    • Smola, A.J.1    Schölkopf, B.2
  • 35
    • 35548973440 scopus 로고    scopus 로고
    • Synaptic vesicle dynamics in the mossy fiber-CA3 presynaptic terminals of mouse hippocampus
    • Suyama S., Hikima T., Sakagami H., Ishizuka T., Yawo H. Synaptic vesicle dynamics in the mossy fiber-CA3 presynaptic terminals of mouse hippocampus. Neurosci. Res. 2007, 59:481-490.
    • (2007) Neurosci. Res. , vol.59 , pp. 481-490
    • Suyama, S.1    Hikima, T.2    Sakagami, H.3    Ishizuka, T.4    Yawo, H.5
  • 36
    • 11144259429 scopus 로고    scopus 로고
    • Automated counting of labelled cells in rodent brain section images. In: Proc. of the IASTED International Conference of Biomedical Engineering
    • Theis, F.J., Kohl, Z., Kuhn, H.G., Stockmeier, H.G., Lang, E.W., 2004. Automated counting of labelled cells in rodent brain section images. In: Proc. of the IASTED International Conference of Biomedical Engineering, pp. 209-212.
    • (2004) , pp. 209-212
    • Theis, F.J.1    Kohl, Z.2    Kuhn, H.G.3    Stockmeier, H.G.4    Lang, E.W.5
  • 37
    • 84899032239 scopus 로고    scopus 로고
    • The Relevance Vector Machine. In: Solla, S.A., Leen, T.K., Müller, K.-R. (Eds.), Advances in Neural Information Processing Systems 12. MIT Press
    • Tipping, M.E., 2000. The Relevance Vector Machine. In: Solla, S.A., Leen, T.K., Müller, K.-R. (Eds.), Advances in Neural Information Processing Systems 12. MIT Press, pp. 652-658.
    • (2000) , pp. 652-658
    • Tipping, M.E.1
  • 38
    • 0032319446 scopus 로고    scopus 로고
    • Bilateral filtering for gray and color images. ICCV
    • Tomasi, C., Manduchi, R., 1998. Bilateral filtering for gray and color images. ICCV, 839-846.
    • (1998) , pp. 839-846
    • Tomasi, C.1    Manduchi, R.2
  • 39
    • 34547646206 scopus 로고    scopus 로고
    • An in situ probe for on-line monitoring of cell density and viability on the basis of dark field microscopy in conjunction with image processing and supervised machine learning
    • Wei N., You J., Fries K., Flaschel E., Nattkemper T.W. An in situ probe for on-line monitoring of cell density and viability on the basis of dark field microscopy in conjunction with image processing and supervised machine learning. Biotechnol. Bioeng. 2007, 97:1489-1500.
    • (2007) Biotechnol. Bioeng. , vol.97 , pp. 1489-1500
    • Wei, N.1    You, J.2    Fries, K.3    Flaschel, E.4    Nattkemper, T.W.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.