메뉴 건너뛰기




Volumn 24, Issue 1, 1996, Pages 83-92

Methodological aspects of using decision trees to characterise leiomyomatous tumors

Author keywords

Decision tree technique; Diagnosis; Digital image analysis; Hypothesis generation; Immunochemical expression; Leiomyomatous tumor; Selection of features; Tumor characterisation

Indexed keywords

ARTICLE; DECISION MAKING; HUMAN; IMAGE ANALYSIS; LEIOMYOMA; LEIOMYOSARCOMA; MATHEMATICAL MODEL; METHODOLOGY; PRIORITY JOURNAL;

EID: 0029894979     PISSN: 01964763     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1097-0320(19960501)24:1<83::AID-CYTO10>3.0.CO;2-R     Document Type: Article
Times cited : (24)

References (44)
  • 5
    • 15844392245 scopus 로고
    • The use of the decision tree technique and the image cytometry to characterize aggressiveness in World Health Organisation (WHO) grade II superificial transitional cell carcinomas of the bladder
    • in press
    • Decaestecker C, van Velthoven R, Petein M, Janssen T, Salmon I, Pasteels JL, Van Ham P, Schulman C, Kiss R The use of the decision tree technique and the image cytometry to characterize aggressiveness in World Health Organisation (WHO) grade II superificial transitional cell carcinomas of the bladder. J Pathol, 1995 (in press)
    • (1995) J Pathol
    • Decaestecker, C.1    Van Velthoven, R.2    Petein, M.3    Janssen, T.4    Salmon, I.5    Pasteels, J.L.6    Van Ham, P.7    Schulman, C.8    Kiss, R.9
  • 6
    • 0025316341 scopus 로고
    • Influence of smears preparation and fixatives on DNA ploidy and morphonuclear features of the MXT mouse mammary tumor and normal murine tissues
    • de Launoit Y, Kiss R, Danguy A: Influence of smears preparation and fixatives on DNA ploidy and morphonuclear features of the MXT mouse mammary tumor and normal murine tissues. Cytometry 11: 691-699, 1990.
    • (1990) Cytometry , vol.11 , pp. 691-699
    • De Launoit, Y.1    Kiss, R.2    Danguy, A.3
  • 7
    • 0024053797 scopus 로고
    • Automatic pattern recognition: A study of the probability of error
    • Devroye L. Automatic pattern recognition: A study of the probability of error. IEEE Trans Pattern Analysis Machine Intelligence 10.530-543, 1988.
    • (1988) IEEE Trans Pattern Analysis Machine Intelligence , vol.10 , pp. 530-543
    • Devroye, L.1
  • 10
    • 0003024008 scopus 로고
    • On the handing of continuous-valued features in decision tree
    • Fayyad UM, Irani KB: On the handing of continuous-valued features in decision tree. Machine Learning 8:87-102, 1992.
    • (1992) Machine Learning , vol.8 , pp. 87-102
    • Fayyad, U.M.1    Irani, K.B.2
  • 11
    • 0001416258 scopus 로고
    • Texture analysis using gray run length
    • Galloway MM: Texture analysis using gray run length. Comput Graph Im Proc 4:172-179, 1975.
    • (1975) Comput Graph Im Proc , vol.4 , pp. 172-179
    • Galloway, M.M.1
  • 15
    • 0027263066 scopus 로고
    • Spontaneous evolution of cytoplasmic lectin binding and nuclear size and DNA content in human colorectal cancers grafted onto nude mice
    • Jannot MC, Kruczynski A, Limouzy A, Danjou JM, Selves J, Delsol G, Martinez J, Kiss R: Spontaneous evolution of cytoplasmic lectin binding and nuclear size and DNA content in human colorectal cancers grafted onto nude mice. Lab Invest 68:446-455, 1993
    • (1993) Lab Invest , vol.68 , pp. 446-455
    • Jannot, M.C.1    Kruczynski, A.2    Limouzy, A.3    Danjou, J.M.4    Selves, J.5    Delsol, G.6    Martinez, J.7    Kiss, R.8
  • 16
  • 18
    • 0027215264 scopus 로고
    • Characterisation of factors in routine laboratory protocols which significantly influence the Feulgen reaction
    • Kiss R, Salmon I, Camby I, Gras S, Pasteels JL. Characterisation of factors in routine laboratory protocols which significantly influence the Feulgen reaction. J Histochem Cytochem 41.935-945, 1993.
    • (1993) J Histochem Cytochem , vol.41 , pp. 935-945
    • Kiss, R.1    Salmon, I.2    Camby, I.3    Gras, S.4    Pasteels, J.L.5
  • 19
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • Morgan Kaufmann, CA
    • Kohavi R: A study of cross-validation and bootstrap for accuracy estimation and model selection. In Proc. 14th Int. Joint Conf. on Artificial Intelligence (IJCAI-95), Morgan Kaufmann, CA, 1995, pp 1137-1143.
    • (1995) Proc. 14th Int. Joint Conf. on Artificial Intelligence (IJCAI-95) , pp. 1137-1143
    • Kohavi, R.1
  • 21
    • 0026684788 scopus 로고
    • Spontaneous evolution of morphonuclear features of human lung xenografted cancers monitored by means of computerized cell image analysis
    • Kruczynski A, Pauwels O, Delsol G, Wright M, Kiss R: Spontaneous evolution of morphonuclear features of human lung xenografted cancers monitored by means of computerized cell image analysis. Cytometry 13:586-594, 1992.
    • (1992) Cytometry , vol.13 , pp. 586-594
    • Kruczynski, A.1    Pauwels, O.2    Delsol, G.3    Wright, M.4    Kiss, R.5
  • 22
    • 0028802135 scopus 로고
    • The characterisation of nuclear DNA content, the proliferative activity and the immunohistochemical expression of GFAP, VLM, LEU-7, S-100, p53 and catepsin D in human glioblastoma multiforms (h GBMs) versus human GBM cell lines grafted into the brains of nude mice
    • Kruczynski A, Salmon I, Camby I, Limouzy A, Rombaut K, Pasteels JL, Delsol G, Brotchi J, Kiss R: The characterisation of nuclear DNA content, the proliferative activity and the immunohistochemical expression of GFAP, VLM, LEU-7, S-100, p53 and catepsin D in human glioblastoma multiforms (h GBMs) versus human GBM cell lines grafted into the brains of nude mice. Int J Oncol 6:473-481, 1995.
    • (1995) Int J Oncol , vol.6 , pp. 473-481
    • Kruczynski, A.1    Salmon, I.2    Camby, I.3    Limouzy, A.4    Rombaut, K.5    Pasteels, J.L.6    Delsol, G.7    Brotchi, J.8    Kiss, R.9
  • 23
    • 0024660638 scopus 로고
    • Grading of soft tissue sarcomas. necrosis as a determinant of survival
    • Kulander BG, Polissar L, Yang CY, Woods JS Grading of soft tissue sarcomas. necrosis as a determinant of survival. Mod Pathol 2:205-208, 1989.
    • (1989) Mod Pathol , vol.2 , pp. 205-208
    • Kulander, B.G.1    Polissar, L.2    Yang, C.Y.3    Woods, J.S.4
  • 25
    • 34249966833 scopus 로고
    • An empirical comparison of selection measures for decision tree induction
    • Mingers J: An empirical comparison of selection measures for decision tree induction. Machine Learning 3:319-342, 1989
    • (1989) Machine Learning , vol.3 , pp. 319-342
    • Mingers, J.1
  • 26
    • 0025734805 scopus 로고
    • Digital morphonuclear analyses of sensitive versus resistant neoplastic cells to vinca-alkaloid, alkylating and inter-calating drugs
    • Pauwels O, Kiss R: Digital morphonuclear analyses of sensitive versus resistant neoplastic cells to vinca-alkaloid, alkylating and inter-calating drugs. Cytometry 12:388-397, 1991.
    • (1991) Cytometry , vol.12 , pp. 388-397
    • Pauwels, O.1    Kiss, R.2
  • 27
    • 0026659354 scopus 로고
    • Deoxyribonucleic acid analysis by flow cytometry of uterine Ieiomyosarcomas and smooth muscle tumors of uncertain malignant potential
    • Peters WA III, Howard DR, Andersen WA, Figge DC: Deoxyribonucleic acid analysis by flow cytometry of uterine Ieiomyosarcomas and smooth muscle tumors of uncertain malignant potential. Am J Obstet Gynecol 166:1646-1654, 1992.
    • (1992) Am J Obstet Gynecol , vol.166 , pp. 1646-1654
    • Peters III, W.A.1    Howard, D.R.2    Andersen, W.A.3    Figge, D.C.4
  • 28
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan JR: Induction of decision trees Machine Learning 1:81-106, 1986.
    • (1986) Machine Learning , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 30
    • 0017336883 scopus 로고
    • Smooth muscle tumors of the gastrointestinal tract and retroperitoneum
    • Ranchod M, Kempson RL: Smooth muscle tumors of the gastrointestinal tract and retroperitoneum. Cancer 39:255-262, 1977
    • (1977) Cancer , vol.39 , pp. 255-262
    • Ranchod, M.1    Kempson, R.L.2
  • 31
    • 0026120032 scopus 로고
    • Small sample size effects in statistical pattern recognition: Recommendations for practitioners
    • Raudys SJ, Jain AK: Small sample size effects in statistical pattern recognition: Recommendations for practitioners. IEEE Trans Pattern Analysis and Machine Intelligence 13:252-264, 1991.
    • (1991) IEEE Trans Pattern Analysis and Machine Intelligence , vol.13 , pp. 252-264
    • Raudys, S.J.1    Jain, A.K.2
  • 32
    • 0027978454 scopus 로고
    • Determination of DNA ploidy, nuclear size and proliferative activity by means of computer-assisted image analysis of Feulgen-stained nuclei in 68 soft tissue tumors of the adult
    • Remmelink M, Salmon I, Petein M, Gras T, Zandona C, Pasteels JL, Kiss R. Determination of DNA ploidy, nuclear size and proliferative activity by means of computer-assisted image analysis of Feulgen-stained nuclei in 68 soft tissue tumors of the adult. Human Pathol 25:694-701, 1994.
    • (1994) Human Pathol , vol.25 , pp. 694-701
    • Remmelink, M.1    Salmon, I.2    Petein, M.3    Gras, T.4    Zandona, C.5    Pasteels, J.L.6    Kiss, R.7
  • 33
    • 0028598150 scopus 로고
    • Computer-assisted quantitative description of chromatin pattern in soft tissue tumors of the adult
    • Remmelink M, Salmon I, Petein M, Henrion S, Pasteels JL, Kiss R. Computer-assisted quantitative description of chromatin pattern in soft tissue tumors of the adult. Am J Clin Pathol 102:780-787, 1994
    • (1994) Am J Clin Pathol , vol.102 , pp. 780-787
    • Remmelink, M.1    Salmon, I.2    Petein, M.3    Henrion, S.4    Pasteels, J.L.5    Kiss, R.6
  • 36
    • 0026625007 scopus 로고
    • Relationship between histopathological grading and DNA ploidy as opposed to survival in 206 astrocytic tumors
    • Salmon I, Kiss R, Dewitte O, Gras T, Pasteels JL, Brotchi J, Flament-Durant J: Relationship between histopathological grading and DNA ploidy as opposed to survival in 206 astrocytic tumors. Cancer 70. 538-576, 1992
    • (1992) Cancer , vol.70 , pp. 538-576
    • Salmon, I.1    Kiss, R.2    Dewitte, O.3    Gras, T.4    Pasteels, J.L.5    Brotchi, J.6    Flament-Durant, J.7
  • 38
    • 0020608341 scopus 로고
    • Retroperitoneal leiomyosarcoma: A clinicopathologic analysis of 36 cases
    • Shmookler BM, Lauer DH: Retroperitoneal leiomyosarcoma: A clinicopathologic analysis of 36 cases. AmJ Surg Pathol 7:269-280, 1983
    • (1983) AmJ Surg Pathol , vol.7 , pp. 269-280
    • Shmookler, B.M.1    Lauer, D.H.2
  • 44
    • 0027401630 scopus 로고
    • DNA content parameters of paraffin-embedded soft tissue sarcomas. Optimization of retrieval technique and comparison to fresh tissue
    • Zalupski MM, Maciorowski Z, Ryan JR, et al : DNA content parameters of paraffin-embedded soft tissue sarcomas. Optimization of retrieval technique and comparison to fresh tissue Cytometry 14 327-333, 1993
    • (1993) Cytometry , vol.14 , pp. 327-333
    • Zalupski, M.M.1    Maciorowski, Z.2    Ryan, J.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.