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Volumn 9035, Issue , 2014, Pages

Improved parameter extraction and classification for dynamic contrast enhanced MRI of prostate

Author keywords

Arterial input function; Dynamic contrast enhanced magnetic resonance imaging; Random forests; Support vector machine

Indexed keywords

COMPUTER AIDED DIAGNOSIS; DECISION TREES; DISEASES; FEATURE EXTRACTION; HOUGH TRANSFORMS; IMAGE RETRIEVAL; IMAGE SEGMENTATION; MEDICAL IMAGING; PARAMETER ESTIMATION; PARAMETER EXTRACTION; PHARMACOKINETICS; SUPPORT VECTOR MACHINES; UROLOGY;

EID: 84902108698     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.2043352     Document Type: Conference Paper
Times cited : (3)

References (29)
  • 5
    • 78149480442 scopus 로고    scopus 로고
    • Tissue typing using ultrasound RF time series: Experiments with animal tissue samples
    • Moradi, M., Abolmaesumi, P., and Mousavi, P., "Tissue typing using ultrasound RF time series: Experiments with animal tissue samples," Medical Physics 37(8), 4401-4413 (2010)
    • (2010) Medical Physics , vol.37 , Issue.8 , pp. 4401-4413
    • Moradi, M.1    Abolmaesumi, P.2    Mousavi, P.3
  • 6
    • 84876492235 scopus 로고    scopus 로고
    • Multiparametric mri of prostate cancer: An update on state-of-the-art techniques and their performance in detecting and localizing prostate cancer
    • Hegde, J. V., Mulkern, R. V., Panych, L. P., Fennessy, F. M., Fedorov, A., Maier, S. E., and Tempany, C. M., "Multiparametric mri of prostate cancer: An update on state-of-the-art techniques and their performance in detecting and localizing prostate cancer," Journal of Magnetic Resonance Imaging 37, 1035-1054 (2013)
    • (2013) Journal of Magnetic Resonance Imaging , vol.37 , pp. 1035-1054
    • Hegde, J.V.1    Mulkern, R.V.2    Panych, L.P.3    Fennessy, F.M.4    Fedorov, A.5    Maier, S.E.6    Tempany, C.M.7
  • 7
    • 37349094329 scopus 로고    scopus 로고
    • Multiparametric magnetic resonance imaging in prostate cancer: Present and future
    • Kurhanewicz, J., Vigneron, D., Carroll, P., and Coakley, F., "Multiparametric magnetic resonance imaging in prostate cancer: present and future," Current Opinion in Urology 18(1), 71 (2008)
    • (2008) Current Opinion in Urology , vol.18 , Issue.1 , pp. 71
    • Kurhanewicz, J.1    Vigneron, D.2    Carroll, P.3    Coakley, F.4
  • 10
    • 77952954909 scopus 로고    scopus 로고
    • Combined prostate diffusion tensor imaging and dynamic contrast enhanced MRI at 3T-quantitative correlation with biopsy
    • Kozlowski, P., Chang, S. D., Meng, R., Mädler, B., Bell, R., Jones, E. C., and Goldenberg, S. L., "Combined prostate diffusion tensor imaging and dynamic contrast enhanced MRI at 3T-quantitative correlation with biopsy," Magnetic resonance imaging 28(5), 621-628 (2010)
    • (2010) Magnetic Resonance Imaging , vol.28 , Issue.5 , pp. 621-628
    • Kozlowski, P.1    Chang, S.D.2    Meng, R.3    Mädler, B.4    Bell, R.5    Jones, E.C.6    Goldenberg, S.L.7
  • 12
    • 0141631865 scopus 로고    scopus 로고
    • Detection of prostate cancer by integration of line-scan diffusion, T2-mapping and T2-weighted magnetic resonance imaging; A multichannel statistical classifier
    • Chan, I., Wells III, W., Mulkern, R. V., Haker, S., Zhang, J., Zou, K. H., Maier, S. E., and Tempany, C. M., "Detection of prostate cancer by integration of line-scan diffusion, T2-mapping and T2-weighted magnetic resonance imaging; a multichannel statistical classifier," Medical Physics 30, 2390 (2003)
    • (2003) Medical Physics , vol.30 , pp. 2390
    • Chan, I.1    Wells III, W.2    Mulkern, R.V.3    Haker, S.4    Zhang, J.5    Zou, K.H.6    Maier, S.E.7    Tempany, C.M.8
  • 13
    • 7044269882 scopus 로고    scopus 로고
    • Prostate Cancer: Evaluation of vascular characteristics with dynamic contrast-enhanced t1-weighted mr imaging-initial experience1
    • Buckley, D. L., Roberts, C., Parker, G. J., Logue, J. P., and Hutchinson, C. E., "Prostate Cancer: Evaluation of Vascular Characteristics with Dynamic Contrast-Enhanced T1-weighted MR Imaging-Initial Experience1," Radiology 233(3), 709-715 (2004)
    • (2004) Radiology , vol.233 , Issue.3 , pp. 709-715
    • Buckley, D.L.1    Roberts, C.2    Parker, G.J.3    Logue, J.P.4    Hutchinson, C.E.5
  • 15
    • 0019397313 scopus 로고
    • Generalizing the Hough transform to detect arbitrary shapes
    • Ballard, D. H., "Generalizing the Hough transform to detect arbitrary shapes," Pattern Recognition 13(2), 111-122 (1981)
    • (1981) Pattern Recognition , vol.13 , Issue.2 , pp. 111-122
    • Ballard, D.H.1
  • 17
    • 0028963102 scopus 로고
    • Quantitative analysis of dynamic gd-dtpa enhancement in breast tumors using a permeability model
    • Tofts, P. S., Berkowitz, B., and Schnall, M. D., "Quantitative Analysis of Dynamic Gd-DTPA Enhancement in Breast Tumors Using a Permeability Model," Magnetic Resonance in Medicine 33(4), 564-568 (1995)
    • (1995) Magnetic Resonance in Medicine , vol.33 , Issue.4 , pp. 564-568
    • Tofts, P.S.1    Berkowitz, B.2    Schnall, M.D.3
  • 18
    • 0029614856 scopus 로고
    • Microvascular invasion in prostate cancer correlates with pathologic stage
    • Salomao, D. R., Graham, S. D., and Bostwick, D. G., "Microvascular invasion in prostate cancer correlates with pathologic stage," Archives of Pathology & Laboratory Medicine 119(11), 1050-1054 (1995)
    • (1995) Archives of Pathology & Laboratory Medicine , vol.119 , Issue.11 , pp. 1050-1054
    • Salomao, D.R.1    Graham, S.D.2    Bostwick, D.G.3
  • 19
    • 58149345609 scopus 로고    scopus 로고
    • Computerized whole slide quantification shows increased microvascular density in pT2 prostate cancer as compared to normal prostate tissue
    • van Niekerk, C. G., van der Laak, J. A., Börger, M. E., Huisman, H.-J., Witjes, J. A., Barentsz, J. O., and Hulsbergen-van de Kaa, C. A., "Computerized whole slide quantification shows increased microvascular density in pT2 prostate cancer as compared to normal prostate tissue," The Prostate 69(1), 62-69 (2009)
    • (2009) The Prostate , vol.69 , Issue.1 , pp. 62-69
    • Van Niekerk, C.G.1    Van Der Laak, J.A.2    Börger, M.E.3    Huisman, H.-J.4    Witjes, J.A.5    Barentsz, J.O.6    Hulsbergen-Van De Kaa, C.A.7
  • 26
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L., "Random forests," Machine Learning 45(1), 5-32 (2001)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 27
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes, C. and Vapnik, V., "Support-vector networks," Machine Learning 20(3), 273-297 (1995)
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 29
    • 0003243224 scopus 로고    scopus 로고
    • Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
    • Platt, J. et al., "Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods," Advances in Large Margin Classifiers 10(3), 61-74 (1999).
    • (1999) Advances in Large Margin Classifiers , vol.10 , Issue.3 , pp. 61-74
    • Platt, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.