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Volumn 36, Issue 3-4, 2004, Pages 297-313

Texture multichannel measurements for cancer precursors' identification using support vector machines

Author keywords

Cancer; Color texture analysis; Endoscopy; Medical application; Support vector machines; Wavelets

Indexed keywords

ENDOSCOPY; MACHINERY; MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS; MEDICAL APPLICATIONS; TEXTURES; TUMORS; WAVELET TRANSFORMS;

EID: 10044297292     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2004.09.010     Document Type: Article
Times cited : (7)

References (82)
  • 2
    • 0025157126 scopus 로고
    • The national polyp study: Patient and polyp characteristics associated with high grade dysplasia in colorectal adenomas
    • M.J. O'Brien, S.J. Winawer, A.G. Zauber et al., The national polyp study: patient and polyp characteristics associated with high grade dysplasia in colorectal adenomas, Gastroenterology 98 (1990) 371-379.
    • (1990) Gastroenterology , vol.98 , pp. 371-379
    • O'Brien, M.J.1    Winawer, S.J.2    Zauber, A.G.3
  • 4
    • 0025219584 scopus 로고
    • Flexible sigmoidoscopy plus air contrast barium enema versus colonoscopy for suspected lower gastrointestinal bleeding
    • D. Rex, R. Weddle, D. Pound, K. O'Connor, R. Hawes, R. Dittus, J. Lappas, L. Lumeng, Flexible sigmoidoscopy plus air contrast barium enema versus colonoscopy for suspected lower gastrointestinal bleeding, Gastroenterology 98 (1990) 855-861.
    • (1990) Gastroenterology , vol.98 , pp. 855-861
    • Rex, D.1    Weddle, R.2    Pound, D.3    O'Connor, K.4    Hawes, R.5    Dittus, R.6    Lappas, J.7    Lumeng, L.8
  • 5
    • 0034333656 scopus 로고    scopus 로고
    • Model selection for a medical diagnostic decision support system: A breast cancer detection case
    • D. West, V. West, Model selection for a medical diagnostic decision support system: a breast cancer detection case, Artificial Intelligence in Medicine 20 (2000) 183-204.
    • (2000) Artificial Intelligence in Medicine , vol.20 , pp. 183-204
    • West, D.1    West, V.2
  • 6
    • 0027186880 scopus 로고
    • Multi-threshold dimension vector for texture analysis and its application to liver tissue classification
    • C.M. Wu, Y.C. Chen, Multi-threshold dimension vector for texture analysis and its application to liver tissue classification, Pattern Recognition 26 (1) (1993) 137-144.
    • (1993) Pattern Recognition , vol.26 , Issue.1 , pp. 137-144
    • Wu, C.M.1    Chen, Y.C.2
  • 7
    • 0030443396 scopus 로고    scopus 로고
    • Artificial neural networks for the classification of liver lesions by image texture parameters
    • H. Sujana, S. Swarnamani, S. Suresh, Artificial neural networks for the classification of liver lesions by image texture parameters, Ultrasound Medicine in Biology 22 (9) (1996) 1177-1181.
    • (1996) Ultrasound Medicine in Biology , vol.22 , Issue.9 , pp. 1177-1181
    • Sujana, H.1    Swarnamani, S.2    Suresh, S.3
  • 9
    • 0026438641 scopus 로고
    • Brain tissue classification from MRI data by means of texture analysis
    • SPIE Press, Newport Beach CA
    • F. Lachmann, C. Barillot, Brain tissue classification from MRI data by means of texture analysisProceedings of the of Medical Imaging: VI Image Processing, vol. 1652, SPIE Press, Newport Beach CA, 1992, pp. 72-83.
    • (1992) Proceedings of the of Medical Imaging: VI Image Processing , vol.1652 , pp. 72-83
    • Lachmann, F.1    Barillot, C.2
  • 18
    • 0033824429 scopus 로고    scopus 로고
    • Image recognition and neuronal networks: Intelligent systems for the improvement of imaging information
    • S. Karkanis, G.D. Magoulas, N. Theofanous, Image recognition and neuronal networks: intelligent systems for the improvement of imaging information, Minimal Invasive Therapy and Allied Technologies 9 (2000) 225-230.
    • (2000) Minimal Invasive Therapy and Allied Technologies , vol.9 , pp. 225-230
    • Karkanis, S.1    Magoulas, G.D.2    Theofanous, N.3
  • 20
    • 0035163965 scopus 로고    scopus 로고
    • Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network architectures
    • Thessaloniki, Greece
    • S.A. Karkanis, D.K. Iakovidis, D.A. Karras, D.E. Maroulis, Detection of lesions in endoscopic video using textural descriptors on wavelet domain supported by artificial neural network architectures, in: Proceedings of the International ICIP Conference on Image Processing, Thessaloniki, Greece, 2001 pp. 833-836.
    • (2001) Proceedings of the International ICIP Conference on Image Processing , pp. 833-836
    • Karkanis, S.A.1    Iakovidis, D.K.2    Karras, D.A.3    Maroulis, D.E.4
  • 22
    • 0003075266 scopus 로고    scopus 로고
    • Detecting abnormalities in colonoscopic images by textural description and neural networks
    • Chania, Greece, Workshop on Machine Learning in Medical Applications
    • S. Karkanis, G.D. Magoulas, M. Grigoriadou, M. Schurr, Detecting abnormalities in colonoscopic images by textural description and neural networks, in: Proceedings of the ACAI Advance Course in Artificial Intelligence, Chania, Greece, 1999, Workshop on Machine Learning in Medical Applications, pp. 59-62.
    • (1999) Proceedings of the ACAI Advance Course in Artificial Intelligence , pp. 59-62
    • Karkanis, S.1    Magoulas, G.D.2    Grigoriadou, M.3    Schurr, M.4
  • 27
    • 0032089655 scopus 로고    scopus 로고
    • Chromatic correlation features for texture recognition
    • G. Paschos, Chromatic correlation features for texture recognition, Pattern Recognition Letters 19 (1998) 643-650.
    • (1998) Pattern Recognition Letters , vol.19 , pp. 643-650
    • Paschos, G.1
  • 28
    • 0035368851 scopus 로고    scopus 로고
    • Perceptually uniform color spaces for color texture analysis: An empirical evaluation
    • G. Paschos, Perceptually uniform color spaces for color texture analysis: an empirical evaluation, IEEE Transactions of the Image Processing 10 (6) (2001) 932-937.
    • (2001) IEEE Transactions of the Image Processing , vol.10 , Issue.6 , pp. 932-937
    • Paschos, G.1
  • 36
    • 0033636139 scopus 로고    scopus 로고
    • Support vector machine classification and validation of cancer tissue samples using microarray expression data
    • T.S. Furey, N. Christianini, N. Duffy, D.W. Bednarski, M. Schummer, D. Haussler, Support vector machine classification and validation of cancer tissue samples using microarray expression data, Bioinformatics 16 (10) (2000) 906-914.
    • (2000) Bioinformatics , vol.16 , Issue.10 , pp. 906-914
    • Furey, T.S.1    Christianini, N.2    Duffy, N.3    Bednarski, D.W.4    Schummer, M.5    Haussler, D.6
  • 38
    • 0034142578 scopus 로고    scopus 로고
    • A novel approach based on computerized image analysis for traditional Chinese Medical diagnosis of the tongue
    • C. Chiu, A novel approach based on computerized image analysis for traditional Chinese Medical diagnosis of the tongue, Computer Methods and Programs in Biomedicine 61 (2000) 77-89.
    • (2000) Computer Methods and Programs in Biomedicine , vol.61 , pp. 77-89
    • Chiu, C.1
  • 43
    • 0033895101 scopus 로고    scopus 로고
    • Pic-To-Seek: Combining color and shape invariant features for image retrieval
    • T. Gevers, W.M. Smeulders, Pic-To-Seek: combining color and shape invariant features for image retrieval, IEEE Transactions of the Image Processing 9 (1) (2000) 102-119.
    • (2000) IEEE Transactions of the Image Processing , vol.9 , Issue.1 , pp. 102-119
    • Gevers, T.1    Smeulders, W.M.2
  • 49
    • 0004038628 scopus 로고
    • Tracking human faces in real time
    • C.M.U
    • J. Yang, A. Waibel, Tracking human faces in real time, Technical Report CMU-CS-95-210, C.M.U., 1995.
    • (1995) Technical Report , vol.CMU-CS-95-210
    • Yang, J.1    Waibel, A.2
  • 53
    • 0030416507 scopus 로고    scopus 로고
    • Extraction of facial regions and features using color and shape information
    • K. Sobottka, I. Pitas, Extraction of facial regions and features using color and shape information, in: Proceedings of the ICIP 96, vol. 3, 1996, pp. 483-486.
    • (1996) Proceedings of the ICIP 96 , vol.3 , pp. 483-486
    • Sobottka, K.1    Pitas, I.2
  • 54
    • 0030288353 scopus 로고    scopus 로고
    • Automatic human face location in a complex background using motion and color information
    • C.H. Lee, J.S. Kim, K.H. Park, Automatic human face location in a complex background using motion and color information, Pattern Recognition 29 (1996) 1877-1889.
    • (1996) Pattern Recognition , vol.29 , pp. 1877-1889
    • Lee, C.H.1    Kim, J.S.2    Park, K.H.3
  • 60
    • 0032390719 scopus 로고    scopus 로고
    • Color-based classifier for region identification in video
    • SPIE
    • R.P. Schumeyer, K.E. Barner, Color-based classifier for region identification in video, in: Proceedings of the VCIP, vol. 3309, SPIE, pp. 189-200.
    • Proceedings of the VCIP , vol.3309 , pp. 189-200
    • Schumeyer, R.P.1    Barner, K.E.2
  • 61
    • 0034310509 scopus 로고    scopus 로고
    • Regularized color clustering in medical image database
    • C.H. Li, Regularized color clustering in medical image database, IEEE Transactions of the Medical Imaging 19 (2000) 1150-1155.
    • (2000) IEEE Transactions of the Medical Imaging , vol.19 , pp. 1150-1155
    • Li, C.H.1
  • 63
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • R.M. Haralick, Statistical and structural approaches to texture, in: Proceedings of the IEEE, vol. 67, 1979, pp. 786-804.
    • (1979) Proceedings of the IEEE , vol.67 , pp. 786-804
    • Haralick, R.M.1
  • 71
    • 0343932660 scopus 로고    scopus 로고
    • An efficient method for texture defect detection: Sub-band domain cooccurrence matrices
    • A. Latif-Amet, A. Ertuzun, A. Ercil, An efficient method for texture defect detection: sub-band domain cooccurrence matrices, Image and Vision Computing 18 (2000) 543-553.
    • (2000) Image and Vision Computing , vol.18 , pp. 543-553
    • Latif-Amet, A.1    Ertuzun, A.2    Ercil, A.3
  • 75
    • 34249753618 scopus 로고
    • Support vector networks
    • C. Cortes, V. Vapnik, Support vector networks, Machine Learning 20 (1995) 273-297.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 76
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • A. Aizerman, B. Braverman, L. Rozoner, Theoretical foundations of the potential function method in pattern recognition learning, Automation and Remote Control 25 (1964) 821-837.
    • (1964) Automation and Remote Control , vol.25 , pp. 821-837
    • Aizerman, A.1    Braverman, B.2    Rozoner, L.3
  • 78
    • 3943051706 scopus 로고    scopus 로고
    • Accessed on January
    • Intel Performance Libraries (WWW page), http://developer.intel.com/software/products/, Accessed on January 2002.
    • (2002) WWW Page
  • 80
    • 0001972236 scopus 로고    scopus 로고
    • Addressing the curse of unbalanced training sets: One-sided selection
    • Morgan Kaufmann, Los Altos, CA
    • M. Kubat, S. Matwin, Addressing the curse of unbalanced training sets: one-sided selection, in: Proceedings of the 14th International Conference Machine Learning, Morgan Kaufmann, Los Altos, CA, 1997, pp. 179-186.
    • (1997) Proceedings of the 14th International Conference Machine Learning , pp. 179-186
    • Kubat, M.1    Matwin, S.2
  • 82
    • 0036146454 scopus 로고    scopus 로고
    • The problem of bias in training data in regression problems in medical decision support
    • B. Mac Namee, P. Cunningham, S. Byrne, O.I. Corrigan, The problem of bias in training data in regression problems in medical decision support, AI in Medicine 25 (1) (2002) 51-70.
    • (2002) AI in Medicine , vol.25 , Issue.1 , pp. 51-70
    • Mac Namee, B.1    Cunningham, P.2    Byrne, S.3    Corrigan, O.I.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.