메뉴 건너뛰기




Volumn 30, Issue 3, 2011, Pages 621-631

An optimal transportation approach for nuclear structure-based pathology

Author keywords

Cancer detection; classification; nuclear structure; optimal transportation; pathology

Indexed keywords

AUTOMATIC DETERMINATION; BIOLOGICAL INFORMATION; CANCER DETECTION; CLASSIFICATION; CLASSIFICATION ACCURACY; FISHER DISCRIMINANT ANALYSIS; IMAGE DATA; MALIGNANT TISSUES; MICROSCOPY IMAGES; MULTIDIMENSIONAL SCALING TECHNIQUES; NUCLEAR MORPHOLOGY; NUCLEAR STRUCTURE; NUMERICAL FEATURES; OPTIMAL TRANSPORTATION; QUANTITATIVE INFORMATION; SURGICAL PATHOLOGY; THYROID CANCERS; TRANSPORTATION METRIC;

EID: 79952119640     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2010.2089693     Document Type: Article
Times cited : (92)

References (69)
  • 2
    • 64249135764 scopus 로고    scopus 로고
    • Novel agents on the horizon for cancer therapy
    • W. W. Ma and A. A. Adjei, "Novel agents on the horizon for cancer therapy," CA Cancer J. Clin., vol. 59, no. 2, pp. 111-137, 2009.
    • (2009) CA Cancer J. Clin. , vol.59 , Issue.2 , pp. 111-137
    • Ma, W.W.1    Adjei, A.A.2
  • 3
    • 57749105899 scopus 로고    scopus 로고
    • Molecular targeted therapies for breast cancer treatment
    • C. M. Schlotter, U. Vogt, H. Allgayer, and B. Brandt, "Molecular targeted therapies for breast cancer treatment," Breast Cancer Res., vol. 10, no. 4, p. 211, 2008.
    • (2008) Breast Cancer Res. , vol.10 , Issue.4 , pp. 211
    • Schlotter, C.M.1    Vogt, U.2    Allgayer, H.3    Brandt, B.4
  • 4
    • 62349132009 scopus 로고    scopus 로고
    • Monoclonal antibodies for cancer immunotherapy
    • L. M. Weiner, M. V. Dhodapkar, and S. Ferrone, "Monoclonal antibodies for cancer immunotherapy," Lancet, vol. 373, no. 9668, pp. 1033-1040, 2009.
    • (2009) Lancet , vol.373 , Issue.9668 , pp. 1033-1040
    • Weiner, L.M.1    Dhodapkar, M.V.2    Ferrone, S.3
  • 5
    • 0021242377 scopus 로고
    • Limitations of aspiration cytology in the diagnosis of primary neoplasms
    • S. Hajdu and M. Melamed, "Limitations of aspiration cytology in the diagnosis of primary neoplasms," Acta Cytol., vol. 28, no. 3, p. 337, 1984.
    • (1984) Acta Cytol. , vol.28 , Issue.3 , pp. 337
    • Hajdu, S.1    Melamed, M.2
  • 9
    • 0030646027 scopus 로고    scopus 로고
    • Automated microscopy in diagnostic histopathology: From image processing to automated reasoning
    • P. H. Bartels, T. Gahm, and D. Thompson, "Automated microscopy in diagnostic histopathology: From image processing to automated reasoning," J. Imag. Syst. Technol., vol. 8, no. 2, pp. 214-223, 1998.
    • (1998) J. Imag. Syst. Technol. , vol.8 , Issue.2 , pp. 214-223
    • Bartels, P.H.1    Gahm, T.2    Thompson, D.3
  • 11
    • 0037272440 scopus 로고    scopus 로고
    • A feature set for cytometry on digitized microscopic images
    • K. Rodenacker and E. Bengtsson, "A feature set for cytometry on digitized microscopy images," Anal. Cell. Pathol., vol. 25, pp. 1-36, 2003. (Pubitemid 36188603)
    • (2003) Analytical Cellular Pathology , vol.25 , Issue.1 , pp. 1-36
    • Rodenacker, K.1    Bengtsson, E.2
  • 12
    • 1642355176 scopus 로고    scopus 로고
    • The Capacity of Visual Short-Term Memory Is Set Both by Visual Information Load and by Number of Objects
    • G. A. Alvarez and P. Cavanagh, "The capacity of visual short-term memory is set both by visual information load and by number of objects," Psychol. Sci., vol. 15, no. 2, pp. 106-111, Feb. 2004. (Pubitemid 38361302)
    • (2004) Psychological Science , vol.15 , Issue.2 , pp. 106-111
    • Alvarez, G.A.1    Cavanagh, P.2
  • 13
    • 50549104211 scopus 로고    scopus 로고
    • Visual working memory capacity and proactive interference
    • J. K. Hartshorne, "Visual working memory capacity and proactive interference," PLoS ONE, vol. 3, no. 7, p. e2716, 2008.
    • (2008) PLoS ONE , vol.3 , Issue.7
    • Hartshorne, J.K.1
  • 14
    • 0013180280 scopus 로고    scopus 로고
    • Fifty years of attempts to automate screening for cervical cancer
    • E. Bengtsson, "Fifty years of attempts to automate screening for cervical cancer," Med. Imag. Tech., vol. 17, pp. 203-210, 1999.
    • (1999) Med. Imag. Tech. , vol.17 , pp. 203-210
    • Bengtsson, E.1
  • 15
    • 0347357902 scopus 로고    scopus 로고
    • Applications of Image Analysis to Anatomic Pathology: Realities and Promises
    • DOI 10.1081/CNV-120025097
    • J. Gil and H.-S. Wu, "Application of image analysis to anatomic pathology: Realities and promises," Cancer Invest., vol. 21, no. 6, pp. 950-959, 2003. (Pubitemid 38055991)
    • (2003) Cancer Investigation , vol.21 , Issue.6 , pp. 950-959
    • Gil, J.1    Wu, H.-S.2
  • 17
    • 59349094544 scopus 로고    scopus 로고
    • Computer-aided evaluation of neuroblastoma on whole slide histology images: Classifying grade of neuroblastic differentiation
    • J. Kong, O. Sertel, H. Shimada, K. L. BOyer, J. H. Saltz, and M. N. Gurcan, "Computer-aided evaluation of neuroblastoma on whole slide histology images: Classifying grade of neuroblastic differentiation," Pattern Recognit., vol. 42, pp. 1080-1092, 2009.
    • (2009) Pattern Recognit. , vol.42 , pp. 1080-1092
    • Kong, J.1    Sertel, O.2    Shimada, H.3    Boyer, K.L.4    Saltz, J.H.5    Gurcan, M.N.6
  • 20
    • 51049087044 scopus 로고    scopus 로고
    • Performance evaluation of multiresolution texture analysis of stem cell chromatin
    • R. Mangoubi, M. Desai, N. Lowry, and P. Sammak, "Performance evaluation of multiresolution texture analysis of stem cell chromatin," in Proc. ISBI, 2008, pp. 380-383.
    • (2008) Proc. ISBI , pp. 380-383
    • Mangoubi, R.1    Desai, M.2    Lowry, N.3    Sammak, P.4
  • 21
    • 27744536503 scopus 로고    scopus 로고
    • Java web start based software for automated quantitative nuclear analysis of prostate cancer and benign prostate hyperplasia
    • S. S. Singh, D. Kim, and J. L. Mohler, "Java web start based software for automated quantitative nuclear analysis of prostate cancer and benign prostate hyperplasia," Biomed. Eng. Online, vol. 4, p. 1:31, 2005.
    • (2005) Biomed. Eng. Online , vol.4 , Issue.31 , pp. 1
    • Singh, S.S.1    Kim, D.2    Mohler, J.L.3
  • 22
    • 0032927799 scopus 로고    scopus 로고
    • Automated cervical cytology: Meta-analyses of the performance of the PAPNET system
    • DOI 10.1097/00006254-199904000-00022
    • O. Abulafia and D. M. Sherer, "Automated cervical cytology: Metaanalysis of the performance of the PAPNET system," Obstet. Gynecol. Surv., vol. 54, pp. 253-264, 1999. (Pubitemid 29162857)
    • (1999) Obstetrical and Gynecological Survey , vol.54 , Issue.4 , pp. 253-264
    • Abulafia, O.1    Sherer, D.M.2
  • 25
    • 18144430953 scopus 로고    scopus 로고
    • Contribution of morphometry in the differential diagnosis of fine-needle thyroid aspirates
    • DOI 10.1002/cyto.b.20024
    • Y. Karslioglu, B. Celasun, and O. Gunhan, "Contribution of morphometry in the differential diagnosis of fine-needle thyroid aspirates," Cytometry B Clin. Cytom., vol. 65, no. 1, pp. 22-28, May 2005. (Pubitemid 40617008)
    • (2005) Cytometry Part B - Clinical Cytometry , vol.65 , Issue.1 , pp. 22-28
    • Karslioglu, Y.1    Celasun, B.2    Gunhan, O.3
  • 26
    • 0034955416 scopus 로고    scopus 로고
    • Evaluation of diagnostic efficiency of computerized image analysis based quantitative nuclear parameters in papillary and follicular thyroid tumors using paraffin-embedded tissue sections
    • N. Gupta, C. Sarkar, R. Singh, and A. K. Karak, "Evaluation of diagnostic efficiency of computerized image analysis based quantitative nuclear parameters in papillary and follicular thyroid tumors using paraffin-embedded tissue sections," Pathol. Oncol. Res., vol. 7, no. 1, pp. 46-55, 2001. (Pubitemid 32591668)
    • (2001) Pathology Oncology Research , vol.7 , Issue.1 , pp. 46-55
    • Gupta, N.1    Sarkar, C.2    Singh, R.3    Karak, A.K.4
  • 27
    • 11844279053 scopus 로고    scopus 로고
    • Thyroid follicular adenomas may display features of follicular carcinoma and follicular variant of papillary carcinoma
    • DOI 10.1530/eje.0.1510779
    • V. V. Vasko, J. Gaudart, C. Allasia, V. Savchenko, J. Di Cristofaro, M. Saji, M. D. Ringel, and C. De Micco. "Thyroid follicular adenomas may display features of follicular carcinoma and follicular variant of papillary carcinoma," Eur. J. Endocrinol., vol. 151, no. 6, 779-786, Dec. 2004. (Pubitemid 40090019)
    • (2004) European Journal of Endocrinology , vol.151 , Issue.6 , pp. 779-786
    • Vasko, V.V.1    Gaudart, J.2    Allasia, C.3    Savchenko, V.4    Di Cristofaro, J.5    Saji, M.6    Ringel, M.D.7    De Micco, C.8
  • 28
    • 0034751213 scopus 로고    scopus 로고
    • Computer-assisted cell morphometry and ploidy analysis in the assessment of thyroid follicular neoplasms
    • A. Frasoldati, M. Flora, M. Pesenti, A. Caroggio, and R. Valcavil, "Computer-assisted cell morphometry and ploidy analysis in the assessment of thyroid follicular neoplasms," Thyroid., vol. 11, no. 10, pp. 941-946, Oct. 2001. (Pubitemid 33020181)
    • (2001) Thyroid , vol.11 , Issue.10 , pp. 941-946
    • Frasoldati, A.1    Flora, M.2    Pesenti, M.3    Caroggio, A.4    Valcavi, R.5
  • 29
    • 0036833665 scopus 로고    scopus 로고
    • Detection of underlying characteristics of nuclear chromatin patterns of thyroid tumor cells using texture and factor analyses
    • DOI 10.1002/cyto.10162
    • S. Murata, K. Mochizuki, T. Nakazawa, T. Kondo, N. Nakamura, H. Yamashita, Y. Urata, T. Ashihara, and R. Katoh, "Detection of underlying characteristics of nuclear chromatin patterns of thyroid tumor cells using texture and factor analyses," Cytometry, vol. 49, no. 3, pp. 91-95, Nov. 2002. (Pubitemid 41202160)
    • (2002) Cytometry , vol.49 , Issue.3 , pp. 91-95
    • Murata, S.-I.1    Mochizuki, K.2    Nakazawa, T.3    Kondo, T.4    Nakamura, N.5    Yamashita, H.6    Urata, Y.7    Ashihara, T.8    Katoh, R.9
  • 30
    • 0031049038 scopus 로고    scopus 로고
    • Nuclear area measurements of parathyroid adenoma, parathyroid hyperplasia and thyroid follicular adenoma. A comparison
    • Feb
    • T. H. Tsai, T. C. Chang, and C. P. Chiang, "Nuclear area measurements of parathyroid adenoma, parathyroid hyperplasia and thyroid follicular adenoma. A comparison," Anal. Quant. Cytol. Histol., vol. 19, no. 1, pp. 45-48, Feb. 1997.
    • (1997) Anal. Quant. Cytol. Histol. , vol.19 , Issue.1 , pp. 45-48
    • Tsai, T.H.1    Chang, T.C.2    Chiang, C.P.3
  • 31
    • 0001012595 scopus 로고    scopus 로고
    • Adaptive gray level run length features from class distance matrices
    • F. Albregtsen, B. Nielsen, and H. Danielsen, "Adaptive gray level run length features from class distance matrices," in Int. Conf. Pattern Recognit., 2000, pp. 3746-3749.
    • (2000) Int. Conf. Pattern Recognit. , pp. 3746-3749
    • Albregtsen, F.1    Nielsen, B.2    Danielsen, H.3
  • 33
    • 0034126854 scopus 로고    scopus 로고
    • Fractal dimension of hepatocytes' nuclei in normal liver vs hepatocellular carcinoma (HCC) in human subjects - Preliminary results
    • A. Kerenji, Z. Bozovic, M. Tasic, Z. Budimlija, I. Klem, and A. Polzovic, "Fractal dimension of hepatocytes' nuclei in normal liver vs hepatocellular carcinoma (hcc) in human subjects-Preliminary results," Arch. Oncol., vol. 8, pp. 47-50, 2000. (Pubitemid 30331310)
    • (2000) Archive of Oncology , vol.8 , Issue.2 , pp. 47-50
    • Kerenji, A.S.1    Bozovic, Z.L.2    Tasic, M.M.3    Budimlija, Z.M.4    Klem, I.A.5    Polzovic, A.F.6
  • 34
    • 0031818340 scopus 로고    scopus 로고
    • Computerized nuclear morphometry of hepatocellular carcinoma and its relation to proliferative activity
    • DOI 10.1002/(SICI)1096-9098(199808)68:4<225::AID-JSO4>3.0.CO;2-6
    • M. Ikeguchi, N. Sato, Y. Hirooka, and N. Kaibara, "Computerized nuclear morphometry of hepatocellular carcinoma and its relation to proliferative activity," J. Surg. Oncol., vol. 68, no. 4, pp. 225-230, Aug. 1998. (Pubitemid 28390177)
    • (1998) Journal of Surgical Oncology , vol.68 , Issue.4 , pp. 225-230
    • Ikeguchi, M.1    Sato, N.2    Hirooka, Y.3    Kaibara, N.4
  • 36
    • 77951195945 scopus 로고    scopus 로고
    • Detection and classification of thyroid follicular lesions based on nuclear structure from histopathology images
    • W. Wang, J. Ozolek, and G. Rohde, "Detection and classification of thyroid follicular lesions based on nuclear structure from histopathology images," Cytometry Part A, vol. 77, no. 5, pp. 485-494, 2010.
    • (2010) Cytometry Part A , vol.77 , Issue.5 , pp. 485-494
    • Wang, W.1    Ozolek, J.2    Rohde, G.3
  • 38
    • 84972512610 scopus 로고
    • Size and shape spaces for landmark data in two dimensions
    • F. L. Bookstein, "Size and shape spaces for landmark data in two dimensions," Stat. Sci., vol. 16, pp. 181-242, 1986.
    • (1986) Stat. Sci. , vol.16 , pp. 181-242
    • Bookstein, F.L.1
  • 39
    • 7044260966 scopus 로고    scopus 로고
    • Unbiased diffeomorphic atlas construction for computational anatomy
    • DOI 10.1016/j.neuroimage.2004.07.068, PII S1053811904003842, Mathematics in Brain Imaging
    • S. Joshi, B. Davis, M. Jomier, and G. Gerig, "Unbiased diffeomorphic atlas construction for computational anatomy," Neuroimage, vol. 23, pp. S151-S160, 2004. (Pubitemid 39421714)
    • (2004) NeuroImage , vol.23 , Issue.SUPPL. 1
    • Joshi, S.1    Davis, B.2    Jomier, M.3    Gerig, G.4
  • 40
    • 0041525280 scopus 로고    scopus 로고
    • Automatic construction of 3-d statistical deformation models of the brain using nonrigid registration
    • Aug
    • D. Rueckert, A. F. Frangi, and J. A. Schnabel, "Automatic construction of 3-d statistical deformation models of the brain using nonrigid registration," IEEE Trans. Med. Imag., vol. 22, no. 8, pp. 1014-1025, Aug. 2003.
    • (2003) IEEE Trans. Med. Imag. , vol.22 , Issue.8 , pp. 1014-1025
    • Rueckert, D.1    Frangi, A.F.2    Schnabel, J.A.3
  • 41
    • 0032298437 scopus 로고    scopus 로고
    • Computational anatomy: An emerging discipline
    • U. Grenander and M. I. Miller, "Computational anatomy: An emerging discipline," Quart. Appl. Math., vol. 56, no. 4, pp. 617-694, 1998. (Pubitemid 128597100)
    • (1998) Quarterly of Applied Mathematics , vol.56 , Issue.4 , pp. 617-694
    • Grenander, U.1    Miller, M.I.2
  • 43
    • 0026552212 scopus 로고
    • Comparison of morphonuclear features in normal, benign and neoplastic thyroid tissue by digital cell image analysis
    • Feb
    • I. Salmon, R. Kiss, B. Franc, P. Gasperin, R. Heimann, J. L. Pasteels, and A. Verhest, "Comparison of morphonuclear features in normal, benign and neoplastic thyroid tissue by digital cell image analysis," Anal. Quant. Cytol. Histol., vol. 14, no. 1, pp. 47-54, Feb. 1992.
    • (1992) Anal. Quant. Cytol. Histol. , vol.14 , Issue.1 , pp. 47-54
    • Salmon, I.1    Kiss, R.2    Franc, B.3    Gasperin, P.4    Heimann, R.5    Pasteels, J.L.6    Verhest, A.7
  • 44
    • 0026635511 scopus 로고
    • Relationship between histopathologic typing and morphonuclear assessments of 238 thyroid lesions. digital cell image analysis performed on feulgen-stained nuclei from formalin-fixed, paraffin-embedded materials
    • Jun
    • I. Salmon, P. Gasperin, J. L. Pasteels, R. Heimann, and R. Kiss, "Relationship between histopathologic typing and morphonuclear assessments of 238 thyroid lesions. digital cell image analysis performed on feulgen-stained nuclei from formalin-fixed, paraffin-embedded materials," Am. J. Clin. Pathol., vol. 97, no. 6, pp. 776-786, Jun. 1992.
    • (1992) Am. J. Clin. Pathol. , vol.97 , Issue.6 , pp. 776-786
    • Salmon, I.1    Gasperin, P.2    Pasteels, J.L.3    Heimann, R.4    Kiss, R.5
  • 45
    • 33746427122 scopus 로고    scopus 로고
    • Graph cuts and efficient N-D image segmentation
    • DOI 10.1007/s11263-006-7934-5
    • Y. Boyokov and G. Funka-Lea, "Graph cuts and efficient n-d image segmentation," Intern. J. Comp. Vis., vol. 70, no. 2, pp. 109-131, 2006. (Pubitemid 44127252)
    • (2006) International Journal of Computer Vision , vol.70 , Issue.2 , pp. 109-131
    • Boykov, Y.1    Funka-Lea, G.2
  • 47
    • 70449356941 scopus 로고    scopus 로고
    • Nuclei segmentation in microscope cell images: A hand-segmented dataset and comparison of algorithms
    • L. P. Coelho, A. Shariff, and R. F. Murphy, "Nuclei segmentation in microscope cell images: A hand-segmented dataset and comparison of algorithms," in Proc. IEEE Int. Symp. Biomed. Imag., 2009, pp. 518-521.
    • (2009) Proc. IEEE Int. Symp. Biomed. Imag. , pp. 518-521
    • Coelho, L.P.1    Shariff, A.2    Murphy, R.F.3
  • 48
    • 42049110309 scopus 로고    scopus 로고
    • Deformation-based nuclear morphometry: Capturing nuclear shape variation in HeLa cells
    • DOI 10.1002/cyto.a.20506
    • G. K. Rohde, A. J. S. Ribeiro, K. N. Dahl, and R. F. Murphy, "Deformation-based nuclear morphometry: Capturing nuclear shape variation in hela cells," Cytometry A, vol. 73, no. 4, pp. 341-50, Apr. 2008. (Pubitemid 351522117)
    • (2008) Cytometry Part A , vol.73 , Issue.4 , pp. 341-350
    • Rohde, G.K.1    Ribeiro, A.J.S.2    Dahl, K.N.3    Murphy, R.F.4
  • 49
    • 51049116194 scopus 로고    scopus 로고
    • Deformation-based nonlinear dimension reduction: Applications to nuclear morphometry
    • G. K. Rohde, W.Wang, T. Peng, and R. F. M. phy, "Deformation-based nonlinear dimension reduction: Applications to nuclear morphometry," in Proc. IEEE Int. Symp. Biomed. Imag., 2008, pp. 500-503.
    • (2008) Proc. IEEE Int. Symp. Biomed. Imag. , pp. 500-503
    • Rohde, G.K.1    Wang, W.2    Peng, T.3    Phy, R.F.M.4
  • 50
    • 4043173501 scopus 로고    scopus 로고
    • Optimal mass transport for registration and warping
    • S. Haker, L. Zhu, A. Tennembaum, and S. Angenent, "Optimal mass transport for registration and warping," Intern. J. Comp. Vis., vol. 60, no. 3, pp. 225-240, 2004.
    • (2004) Intern. J. Comp. Vis. , vol.60 , Issue.3 , pp. 225-240
    • Haker, S.1    Zhu, L.2    Tennembaum, A.3    Angenent, S.4
  • 51
    • 0034313871 scopus 로고    scopus 로고
    • Earth mover's distance as a metric for image retrieval
    • DOI 10.1023/A:1026543900054
    • Y. Rubner, C. Tomassi, and L. J. Guibas, "The earth mover's distance as a metric for image retrieval," Intern. J. Comp. Vis., vol. 40, no. 2, pp. 99-121, 2000. (Pubitemid 32136368)
    • (2000) International Journal of Computer Vision , vol.40 , Issue.2 , pp. 99-121
    • Rubner, Y.1    Tomasi, C.2    Guibas, L.J.3
  • 52
    • 1542342359 scopus 로고    scopus 로고
    • Topics in Optimal Transportation
    • Graduate Studies in Mathematics
    • C. Villani, Topics in Optimal Transportation. Providence, RI: Am. Math. Soc., 2003, vol. 58, Graduate Studies in Mathematics.
    • (2003) Providence RI: Am. Math. Soc. , vol.58
    • Villani, C.1
  • 53
    • 0020102027 scopus 로고
    • Least squares quantization in PCM
    • S. P. Lloyd, "Least squares quantization in PCM," IEEE Trans. Inf. Theory, vol. 28, no. 2, pp. 129-137, 1982.
    • (1982) IEEE Trans. Inf. Theory , vol.28 , Issue.2 , pp. 129-137
    • Lloyd, S.P.1
  • 54
    • 10044235999 scopus 로고    scopus 로고
    • Libsvm: A Library for Support Vector Machines
    • [Online]. Available
    • C. C. Chang and C. J. Lin, "Libsvm: A Library for Support Vector Machines," Software 2001 [Online]. Available: http://www.csie.ntu. edu.tw/~cjlin/libsvm
    • (2001) Software
    • Chang, C.C.1    Lin, C.J.2
  • 56
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • A. Aizerman, E. M. Braverman, and L. I. Rozoner, "Theoretical foundations of the potential function method in pattern recognition learning," Automat. Remote Control, vol. 25, pp. 821-837, 1964.
    • (1964) Automat. Remote Control , vol.25 , pp. 821-837
    • Aizerman, A.1    Braverman, E.M.2    Rozoner, L.I.3
  • 58
    • 0032594951 scopus 로고    scopus 로고
    • Support vector machines for histogram-based image classification
    • Sep
    • O. Chapelle, P. Haffner, and V. Vapnik, "Support vector machines for histogram-based image classification," IEEE Trans. Neural Networks, vol. 10, no. 5, pp. 1055-1064, Sep. 1999.
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.5 , pp. 1055-1064
    • Chapelle, O.1    Haffner, P.2    Vapnik, V.3
  • 59
  • 60
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomic problems
    • R. A. Fisher, "The use of multiple measurements in taxonomic problems," Ann. Eugenics, vol. 7, pp. 179-188, 1936.
    • (1936) Ann. Eugenics , vol.7 , pp. 179-188
    • Fisher, R.A.1
  • 62
    • 0034704229 scopus 로고    scopus 로고
    • A global geometric framework for nonlinear dimensionality reduction
    • DOI 10.1126/science.290.5500.2319
    • J. Tenembaum, V. de Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, pp. 2319-2323, 2000. (Pubitemid 32041577)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 63
    • 0035365808 scopus 로고    scopus 로고
    • Functional architecture in the cell nucleus
    • DOI 10.1042/0264-6021:3560297
    • M. Dundr and T. Misteli, "Functional architecture in the cell nucleus," Biochem. J., vol. 356, pp. 297-310, Jun. 2001. (Pubitemid 32532339)
    • (2001) Biochemical Journal , vol.356 , Issue.2 , pp. 297-310
    • Dundr, M.1    Misteli, T.2
  • 64
    • 34247116336 scopus 로고    scopus 로고
    • Connections between epigenetic gene silencing and human disease
    • DOI 10.1016/j.mrfmmm.2006.05.038, PII S0027510707000371, Chromatin: Repair, Remodeling and Regulation
    • T. J. Moss and L. L. Wallrath, "Connections between epigenetic gene silencing and human disease," Mutat. Res., vol. 618, no. 1-2, pp. 163-74, May 2007. (Pubitemid 46584694)
    • (2007) Mutation Research - Fundamental and Molecular Mechanisms of Mutagenesis , vol.618 , Issue.1-2 , pp. 163-174
    • Moss, T.J.1    Wallrath, L.L.2
  • 65
    • 56149098200 scopus 로고    scopus 로고
    • Linking heterochromatin protein 1 (hp1) to cancer progression
    • Dec
    • G. K. Dialynas, M. W. Vitalini, and L. L. Wallrath, "Linking heterochromatin protein 1 (hp1) to cancer progression," Mutat. Res., vol. 647, no. 1-2, pp. 13-20, Dec. 2008.
    • (2008) Mutat. Res. , vol.647 , Issue.1-2 , pp. 13-20
    • Dialynas, G.K.1    Vitalini, M.W.2    Wallrath, L.L.3
  • 66
    • 53349146583 scopus 로고    scopus 로고
    • An optimal robust equidistribution method for two-dimensional grid adaptation based on Monge-Kantorovich optimization
    • G. L. Delzanno, L. Chacón, J. M. Finn, Y. Chung, and G. Lapenta, "An optimal robust equidistribution method for two-dimensional grid adaptation based on Monge-Kantorovich optimization," J. Comput. Phys., vol. 227, no. 23, pp. 9841-9864, 2008.
    • (2008) J. Comput. Phys. , vol.227 , Issue.23 , pp. 9841-9864
    • Delzanno, G.L.1    Chacón, L.2    Finn, J.M.3    Chung, Y.4    Lapenta, G.5
  • 68
    • 33746476985 scopus 로고    scopus 로고
    • Diffusion maps and coarse-graining: A unified framework for dimensionality reduction, graph partitioning, and data set parameterization
    • DOI 10.1109/TPAMI.2006.184
    • S. Lafon and A. B. Lee, "Diffusion maps and coarse-graining:Aunified framework for dimensionality reduction, graph partitioning, and data set parameterization," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 9, pp. 1393-1403, Sep. 2006. (Pubitemid 44132647)
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.9 , pp. 1393-1403
    • Lafon, S.1    Lee, A.B.2
  • 69
    • 0034313871 scopus 로고    scopus 로고
    • Earth mover's distance as a metric for image retrieval
    • DOI 10.1023/A:1026543900054
    • Y. Rubner, C. Tomassi, and L. J. Guibas, "The earth mover's distance as a metric for image retrieval," Intern. J. Comp. Vis., vol. 40, no. 2, pp. 99-121, 2000. (Pubitemid 32136368)
    • (2000) International Journal of Computer Vision , vol.40 , Issue.2 , pp. 99-121
    • Rubner, Y.1    Tomasi, C.2    Guibas, L.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.