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Volumn 9, Issue 2, 1998, Pages 114-125

A comparative study of three variations of the learning vector quantizer in the discrimination of benign from malignant gastric cells

Author keywords

Gastric cancer; Gastric ulcer; Gastritis; Learning vector quantizer; Morphometry; Neural networks

Indexed keywords

ADULT; AGED; ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPARATIVE STUDY; CONTROLLED STUDY; CYTOPATHOLOGY; FEMALE; GASTRITIS; HUMAN; HUMAN CELL; HUMAN TISSUE; IMAGE ANALYSIS; MAJOR CLINICAL STUDY; MALE; MORPHOMETRICS; PAPANICOLAOU TEST; PRIORITY JOURNAL; PROSPECTIVE STUDY; STOMACH CANCER; STOMACH DISEASE; STOMACH ULCER;

EID: 0031942184     PISSN: 09565507     EISSN: None     Source Type: Journal    
DOI: 10.1046/j.1365-2303.1998.00063.x     Document Type: Article
Times cited : (10)

References (28)
  • 1
    • 0003197731 scopus 로고
    • Applications of neural networks for interactive diagnosis of anatomic pathology specimens
    • Wied GL, ed. Chicago: ToC
    • Rosenthal DL, Mango LJ. Applications of neural networks for interactive diagnosis of anatomic pathology specimens. In: Wied GL, ed. Compedium on the Computerized Cytology and Histology Laboratory. Chicago: ToC, 1994: 173-84.
    • (1994) Compedium on the Computerized Cytology and Histology Laboratory , pp. 173-184
    • Rosenthal, D.L.1    Mango, L.J.2
  • 2
    • 0343671207 scopus 로고
    • Alimentary tract
    • Bibbo M, ed., Philadelphia: Saunders Co.
    • Husain OAN. Alimentary tract. In: Bibbo M, ed., Comprehensive Cytology. Philadelphia: Saunders Co., 1991: 409-32.
    • (1991) Comprehensive Cytology , pp. 409-432
    • Husain, O.A.N.1
  • 3
    • 0016264382 scopus 로고
    • Evaluation of biopsy and cytology in the diagnosis of gastric cancer
    • Kasugai T, Kobayashi S. Evaluation of biopsy and cytology in the diagnosis of gastric cancer. Am J Gastrenterol 1974; 62: 199-203.
    • (1974) Am J Gastrenterol , vol.62 , pp. 199-203
    • Kasugai, T.1    Kobayashi, S.2
  • 4
    • 0026399658 scopus 로고
    • Classifying cells for cancer diagnosis using neural networks
    • Moallemi C. Classifying cells for cancer diagnosis using neural networks. IEEE Expert 1991; 6: 8-12.
    • (1991) IEEE Expert , vol.6 , pp. 8-12
    • Moallemi, C.1
  • 5
    • 0025873399 scopus 로고
    • Prospective comparison of the value of brushings before and after biopsy in the endoscopic diagnosis of gastroesophageal malignancy
    • Zargar SA, Khuroo MS, Jan GN, Mahajan R, Shah P. Prospective comparison of the value of brushings before and after biopsy in the endoscopic diagnosis of gastroesophageal malignancy. Acta Cytol 1991; 35: 549-52.
    • (1991) Acta Cytol , vol.35 , pp. 549-552
    • Zargar, S.A.1    Khuroo, M.S.2    Jan, G.N.3    Mahajan, R.4    Shah, P.5
  • 6
    • 0019457702 scopus 로고
    • The application of morphometry in gastric cytological diagnosis
    • Boon ME, Kurver PHJ, Baak JPA et al. The application of morphometry in gastric cytological diagnosis. Virchows Arch [A] 1981; 393: 159-64.
    • (1981) Virchows Arch [A] , vol.393 , pp. 159-164
    • Boon, M.E.1    Kurver, P.H.J.2    Baak, J.P.A.3
  • 7
    • 0017137539 scopus 로고
    • Statistical criteria for the cytology of gastric cancer. A proposal of distance index
    • Danno M. Statistical criteria for the cytology of gastric cancer. A proposal of distance index. Acta Cytol (Baltimore) 1976; 20: 466-8.
    • (1976) Acta Cytol (Baltimore) , vol.20 , pp. 466-468
    • Danno, M.1
  • 8
    • 0023183749 scopus 로고
    • Gastric dysplasia: A stereological and morphometrical assessment
    • Tosi P, Luzi P, Baak JPA et al. Gastric dysplasia: a stereological and morphometrical assessment. J Pathol 1987; 152: 83-94.
    • (1987) J Pathol , vol.152 , pp. 83-94
    • Tosi, P.1    Luzi, P.2    Baak, J.P.A.3
  • 9
    • 0026722929 scopus 로고
    • The application of back propagation neural networks to problems in pathology and laboratory medicine
    • Astion ML, Wilding P. The application of back propagation neural networks to problems in pathology and laboratory medicine. Arch Pathol Lab Med 1992; 116: 995-1001.
    • (1992) Arch Pathol Lab Med , vol.116 , pp. 995-1001
    • Astion, M.L.1    Wilding, P.2
  • 10
    • 0026580903 scopus 로고
    • Application of neural networks to the interpretation of laboratory data in cancer diagnosis
    • Astion ML, Wilding P. Application of neural networks to the interpretation of laboratory data in cancer diagnosis. Clin Chem 1992; 38: 34-38.
    • (1992) Clin Chem , vol.38 , pp. 34-38
    • Astion, M.L.1    Wilding, P.2
  • 11
    • 0028936850 scopus 로고
    • Neural networks as an aid in the diagnosis of lymphocyte-rich effusions
    • Truong H, Morimoto R, Walts AE et al. Neural networks as an aid in the diagnosis of lymphocyte-rich effusions. Anal Quant Cytol Histol 1995; 17: 48-54.
    • (1995) Anal Quant Cytol Histol , vol.17 , pp. 48-54
    • Truong, H.1    Morimoto, R.2    Walts, A.E.3
  • 15
    • 85069019874 scopus 로고
    • 1st COMMET, International Course on Microscope Imaging in Biology and Medicine, Grenoble, France, December 9-13
    • Introduction to cytometry and histometry. 1st COMMET, International Course on Microscope Imaging in Biology and Medicine, Grenoble, France, December 9-13, 1991.
    • (1991) Introduction to Cytometry and Histometry
  • 16
    • 0008429137 scopus 로고
    • Image measurements
    • Russ JC, ed. Boca Raton: CRC Press. IEEE Press
    • Russ JC. Image measurements. In: Russ JC, ed. The Image Processing Handbook. Boca Raton: CRC Press. IEEE Press, 1995: 481-546.
    • (1995) The Image Processing Handbook , pp. 481-546
    • Russ, J.C.1
  • 17
    • 0008493250 scopus 로고
    • Self organizing systems II, competitive learning
    • Haykin S. New York: Macmillan College Publishing Co. Inc.
    • Haykin S. Self organizing systems II, competitive learning. In: Haykin S. Neural Networks a Comprehensive Foundation. New York: Macmillan College Publishing Co. Inc., 1994: 397-443.
    • (1994) Neural Networks a Comprehensive Foundation , pp. 397-443
    • Haykin, S.1
  • 20
    • 0021412027 scopus 로고
    • Vector quantization
    • Gray RM. Vector quantization. IEEE ASSP magazine 1984; 1: 4-29.
    • (1984) IEEE ASSP Magazine , vol.1 , pp. 4-29
    • Gray, R.M.1
  • 21
    • 0004211060 scopus 로고
    • Helsinki University of Technology, Finland, Prentice-Hall Inc.
    • Kung SY. Digital neural networks. Helsinki University of Technology, Finland, Prentice-Hall Inc., 1993.
    • (1993) Digital Neural Networks
    • Kung, S.Y.1
  • 23
    • 0014776674 scopus 로고
    • Brushing cytology of the oesophagus and stomach under direct vision by fiberscopes
    • Kobayashi S, Prolla ZC, Kirsner ZB. Brushing cytology of the oesophagus and stomach under direct vision by fiberscopes. Acta Cytol 1970; 14: 219-23.
    • (1970) Acta Cytol , vol.14 , pp. 219-223
    • Kobayashi, S.1    Prolla, Z.C.2    Kirsner, Z.B.3
  • 24
    • 0028795260 scopus 로고
    • Adjunctive endoscopic brush cytology in the detection of upper gastrointenstinal malignancy
    • O'Donoghue JM. Adjunctive endoscopic brush cytology in the detection of upper gastrointenstinal malignancy. Acta Cytol 1995; 39: 28-34.
    • (1995) Acta Cytol , vol.39 , pp. 28-34
    • O'Donoghue, J.M.1
  • 25
    • 0015031409 scopus 로고
    • Morphology of exfoliated cells in benign gastric ulcer
    • Prolla ZC, Xavier RG, Kirsner ZB. Morphology of exfoliated cells in benign gastric ulcer. Acta Cytol 1971; 15: 128-31.
    • (1971) Acta Cytol , vol.15 , pp. 128-131
    • Prolla, Z.C.1    Xavier, R.G.2    Kirsner, Z.B.3
  • 26
    • 0016713219 scopus 로고
    • Cytologic studies on so-called atypical epithelium of the protuberant lesions in the stomach
    • Takeda T, Takaso K, Isono S et al. Cytologic studies on so-called atypical epithelium of the protuberant lesions in the stomach. Acta Cytol 1975; 19: 345-9.
    • (1975) Acta Cytol , vol.19 , pp. 345-349
    • Takeda, T.1    Takaso, K.2    Isono, S.3
  • 27
    • 0014786389 scopus 로고
    • Significance of imprint smears in cytologic diagnosis of malignant tumors of the stomach
    • Yoshii K, Takahashi J, Yamaoko Y, Kasugai T. Significance of imprint smears in cytologic diagnosis of malignant tumors of the stomach. Acta Cytol 1970; 14: 249-53.
    • (1970) Acta Cytol , vol.14 , pp. 249-253
    • Yoshii, K.1    Takahashi, J.2    Yamaoko, Y.3    Kasugai, T.4
  • 28
    • 0026528132 scopus 로고
    • Prediction of various grades of cervical neoplasia on plastic-embedded cytobrush samples. Discriminant analysis with qualitative and quantitative predictors
    • Meulman J, Zeppa P, Boon M, Rietveld W. Prediction of various grades of cervical neoplasia on plastic-embedded cytobrush samples. Discriminant analysis with qualitative and quantitative predictors. Anal Quant Cytol Histol 1992; 14: 60-72.
    • (1992) Anal Quant Cytol Histol , vol.14 , pp. 60-72
    • Meulman, J.1    Zeppa, P.2    Boon, M.3    Rietveld, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.