메뉴 건너뛰기




Volumn 82, Issue , 2016, Pages 79-84

Classification of ANA HEp-2 slide images using morphological features of stained patterns

Author keywords

ANA HEp 2 image; biomedical imaging; indirect immunofluorescence; pattern classification

Indexed keywords

CELLS; CYTOLOGY; DIAGNOSIS; MEDICAL IMAGING; PATTERN RECOGNITION;

EID: 84964329259     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2016.03.010     Document Type: Article
Times cited : (16)

References (27)
  • 1
    • 84872182110 scopus 로고    scopus 로고
    • Immunofluorescence techniques
    • [1] Odell, I.D., Cook, D., Immunofluorescence techniques. J. Investig. Dermatol., 133(1), 2013, e4.
    • (2013) J. Investig. Dermatol. , vol.133 , Issue.1 , pp. e4
    • Odell, I.D.1    Cook, D.2
  • 3
    • 0020022930 scopus 로고
    • Autoantibodies to nuclear antigens (ANA): their immunobiology and medicine
    • [3] Tan, E.M., Autoantibodies to nuclear antigens (ANA): their immunobiology and medicine. Adv. Immunol. 33 (1982), 167–240.
    • (1982) Adv. Immunol. , vol.33 , pp. 167-240
    • Tan, E.M.1
  • 4
    • 0024518559 scopus 로고
    • Antinuclear antibodies: diagnostic markers for autoimmune diseases and probes for cell biology
    • [4] Tan, E.M., Antinuclear antibodies: diagnostic markers for autoimmune diseases and probes for cell biology. Adv. Immunol. 44 (1989), 93–151.
    • (1989) Adv. Immunol. , vol.44 , pp. 93-151
    • Tan, E.M.1
  • 5
    • 0037103187 scopus 로고    scopus 로고
    • Evidence-based guidelines for the use of immunologic tests: antinuclear antibody testing
    • [5] Solomon, D.H., Kavanaugh, A.J., Schur, P.H., Evidence-based guidelines for the use of immunologic tests: antinuclear antibody testing. Arthritis Rheum. 47:4 (2002), 434–444.
    • (2002) Arthritis Rheum. , vol.47 , Issue.4 , pp. 434-444
    • Solomon, D.H.1    Kavanaugh, A.J.2    Schur, P.H.3
  • 6
    • 0032751787 scopus 로고    scopus 로고
    • A computer based intervention to reduce unnecessary serologic testing
    • [6] Solomon, D.H., Shmerling, R.H., Schur, P.H., Lew, R., Fiskio, J., Bates, D.W., A computer based intervention to reduce unnecessary serologic testing. J. Rheumatol. 26:12 (1999), 2578–2584.
    • (1999) J. Rheumatol. , vol.26 , Issue.12 , pp. 2578-2584
    • Solomon, D.H.1    Shmerling, R.H.2    Schur, P.H.3    Lew, R.4    Fiskio, J.5    Bates, D.W.6
  • 7
    • 69649107067 scopus 로고    scopus 로고
    • Challenges of automated screening and differentiation of non-organ specific autoantibodies on HEp-2 cells
    • [7] Hiemann, R., Buttner, T., Krieger, T., Roggenbuck, D., Sack, U., Conrad, K., Challenges of automated screening and differentiation of non-organ specific autoantibodies on HEp-2 cells. Autoimmun. Rev. 9:1 (2009), 17–22.
    • (2009) Autoimmun. Rev. , vol.9 , Issue.1 , pp. 17-22
    • Hiemann, R.1    Buttner, T.2    Krieger, T.3    Roggenbuck, D.4    Sack, U.5    Conrad, K.6
  • 8
    • 84939614531 scopus 로고    scopus 로고
    • Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset.
    • [8] Hobson, P., Lovell, B.C., Percannella, G., Vento, M., Wiliem, A., Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset. Artif. Intell. Med. 65:3 (2015), 239–250.
    • (2015) Artif. Intell. Med. , vol.65 , Issue.3 , pp. 239-250
    • Hobson, P.1    Lovell, B.C.2    Percannella, G.3    Vento, M.4    Wiliem, A.5
  • 9
    • 84897109203 scopus 로고    scopus 로고
    • Automatic classification of human epithelial type 2 cell indirect immunofluorescence images using cell pyramid matching
    • [9] Wiliem, A., Sanderson, C., Wong, Y., Hobson, P., Minchin, R.F., Lovell, B.C., Automatic classification of human epithelial type 2 cell indirect immunofluorescence images using cell pyramid matching. Pattern Recognit. 47:7 (2014), 2315–2324.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2315-2324
    • Wiliem, A.1    Sanderson, C.2    Wong, Y.3    Hobson, P.4    Minchin, R.F.5    Lovell, B.C.6
  • 10
    • 84897115388 scopus 로고    scopus 로고
    • Visual learning and classification of human epithelial type 2 cell images through spontaneous activity patterns
    • [10] Yang, Y., Wiliem, A., Alavi, A., Lovell, B.C., Hobson, P., Visual learning and classification of human epithelial type 2 cell images through spontaneous activity patterns. Pattern Recognit. 47:7 (2014), 2325–2337.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2325-2337
    • Yang, Y.1    Wiliem, A.2    Alavi, A.3    Lovell, B.C.4    Hobson, P.5
  • 11
    • 84897108892 scopus 로고    scopus 로고
    • Hep-2 fluorescence pattern classification
    • [11] Snell, V., Christmas, W., Kittler, J., Hep-2 fluorescence pattern classification. Pattern Recognit. 47:7 (2014), 2338–2347.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2338-2347
    • Snell, V.1    Christmas, W.2    Kittler, J.3
  • 12
    • 84897110128 scopus 로고    scopus 로고
    • Fisher tensors for classifying human epithelial cells
    • [12] Faraki, M., Harandi, M.T., Wiliem, A., Lovell, B.C., Fisher tensors for classifying human epithelial cells. Pattern Recognit. 47:7 (2014), 2348–2359.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2348-2359
    • Faraki, M.1    Harandi, M.T.2    Wiliem, A.3    Lovell, B.C.4
  • 13
    • 84897115186 scopus 로고    scopus 로고
    • Hep-2 cells classification via sparse representation of textural features fused into dissimilarity space
    • [13] Theodorakopoulos, I., Kastaniotis, D., Economou, G., Fotopoulos, S., Hep-2 cells classification via sparse representation of textural features fused into dissimilarity space. Pattern Recognit. 47:7 (2014), 2367–2378.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2367-2378
    • Theodorakopoulos, I.1    Kastaniotis, D.2    Economou, G.3    Fotopoulos, S.4
  • 14
    • 84897112081 scopus 로고    scopus 로고
    • Hep-2 cell pattern classification with discriminative dictionary learning
    • [14] Kong, X., Li, K., Cao, J., Yang, Q., Wenyin, L., Hep-2 cell pattern classification with discriminative dictionary learning. Pattern Recognit. 47:7 (2014), 2379–2388.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2379-2388
    • Kong, X.1    Li, K.2    Cao, J.3    Yang, Q.4    Wenyin, L.5
  • 15
    • 84897108119 scopus 로고    scopus 로고
    • Subclass discriminant analysis of morphological and textural features for hep-2 staining pattern classification
    • [15] Cataldo, S.D., Bottino, A., Islam, I.U., Vieira, T.F., Ficarra, E., Subclass discriminant analysis of morphological and textural features for hep-2 staining pattern classification. Pattern Recognit. 47:7 (2014), 2389–2399.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2389-2399
    • Cataldo, S.D.1    Bottino, A.2    Islam, I.U.3    Vieira, T.F.4    Ficarra, E.5
  • 16
    • 84897107533 scopus 로고    scopus 로고
    • Hep-2 cell image classification with multiple linear descriptors
    • [16] Liu, L., Wang, L., Hep-2 cell image classification with multiple linear descriptors. Pattern Recognit. 47:7 (2014), 2400–2408.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2400-2408
    • Liu, L.1    Wang, L.2
  • 17
    • 84897111964 scopus 로고    scopus 로고
    • Efficient k-nn based hep-2 cells classifier
    • [17] Stoklasa, R., Majtner, T., Svoboda, D., Efficient k-nn based hep-2 cells classifier. Pattern Recognit. 47:7 (2014), 2409–2418.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2409-2418
    • Stoklasa, R.1    Majtner, T.2    Svoboda, D.3
  • 18
    • 84897111309 scopus 로고    scopus 로고
    • Hep-2 image classification using intensity order pooling based features and bag of words
    • [18] Shen, L., Lin, J., Wu, S., Yu, S., Hep-2 image classification using intensity order pooling based features and bag of words. Pattern Recognit. 47:7 (2014), 2419–2427.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2419-2427
    • Shen, L.1    Lin, J.2    Wu, S.3    Yu, S.4
  • 19
    • 84897111566 scopus 로고    scopus 로고
    • Hep-2 cell classification using rotation invariant co-occurrence among local binary patterns
    • [19] Nosaka, R., Fukui, K., Hep-2 cell classification using rotation invariant co-occurrence among local binary patterns. Pattern Recognit. 47:7 (2014), 2428–2436.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2428-2436
    • Nosaka, R.1    Fukui, K.2
  • 20
    • 84897115085 scopus 로고    scopus 로고
    • {ANA} hep-2 cells image classification using number, size, shape and localization of targeted cell regions
    • [20] Ponomarev, G.V., Arlazarov, V.L., Gelfand, M.S., Kazanov, M.D., {ANA} hep-2 cells image classification using number, size, shape and localization of targeted cell regions. Pattern Recognit. 47:7 (2014), 2360–2366.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2360-2366
    • Ponomarev, G.V.1    Arlazarov, V.L.2    Gelfand, M.S.3    Kazanov, M.D.4
  • 21
    • 84863170133 scopus 로고    scopus 로고
    • Robust segmentation of overlapping cells in histopathology specimens using parallel seed detection and repulsive level set
    • [21] Qi, X., Xing, F., Foran, D., Yang, L., Robust segmentation of overlapping cells in histopathology specimens using parallel seed detection and repulsive level set. IEEE Trans. Biomed. Eng. 59:3 (2012), 754–765.
    • (2012) IEEE Trans. Biomed. Eng. , vol.59 , Issue.3 , pp. 754-765
    • Qi, X.1    Xing, F.2    Foran, D.3    Yang, L.4
  • 23
    • 84879264029 scopus 로고    scopus 로고
    • Overlapping nuclei segmentation using direction-based flow tracking
    • [23] Surut, Y., Phukpattaranont, P., Overlapping nuclei segmentation using direction-based flow tracking. IEEJ Trans. Electr. Electron. Eng. 8:4 (2013), 387–394.
    • (2013) IEEJ Trans. Electr. Electron. Eng. , vol.8 , Issue.4 , pp. 387-394
    • Surut, Y.1    Phukpattaranont, P.2
  • 25
    • 0018306059 scopus 로고
    • A threshold selection method from gray-level histograms
    • [25] Otsu, N., A threshold selection method from gray-level histograms. IEEE Trans. Syst. Man Cybern. 9:1 (1979), 62–66.
    • (1979) IEEE Trans. Syst. Man Cybern. , vol.9 , Issue.1 , pp. 62-66
    • Otsu, N.1
  • 26
    • 34249753618 scopus 로고
    • Support-vector networks
    • [26] Cortes, C., Vapnik, V., Support-vector networks. Mach. Learn. 20:3 (1995), 273–297.
    • (1995) Mach. Learn. , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 27
    • 0002663098 scopus 로고
    • Slink: An optimally efficient algorithm for the single-link cluster method
    • [27] Sibson, R., Slink: An optimally efficient algorithm for the single-link cluster method. Comput. J. 16:1 (1973), 30–34.
    • (1973) Comput. J. , vol.16 , Issue.1 , pp. 30-34
    • Sibson, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.