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Volumn 7963, Issue , 2011, Pages

Empirical evaluation of bias field correction algorithms for computer-aided detection of prostate cancer on T2w MRI

Author keywords

bias field correction; classification; intensity inhomogeneity; prostate cancer; T2w MRI

Indexed keywords

BIAS FIELD; CLASSIFICATION; INTENSITY INHOMOGENEITY; PROSTATE CANCER; T2W MRI;

EID: 79955758439     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.878813     Document Type: Conference Paper
Times cited : (13)

References (28)
  • 1
    • 31744442025 scopus 로고    scopus 로고
    • Intensity non-uniformity correction in MRI: Existing methods and their validation
    • DOI 10.1016/j.media.2005.09.004, PII S1361841505000976
    • Belaroussi, B., Milles, J., Carme, S., Zhu, Y. M., and Benoit-Cattin, H., "Intensity non-uniformity correction in MRI: Existing methods and their validation," Med Image Anal 10(2), 234-246 (2006). (Pubitemid 43174976)
    • (2006) Medical Image Analysis , vol.10 , Issue.2 , pp. 234-246
    • Belaroussi, B.1    Milles, J.2    Carme, S.3    Zhu, Y.M.4    Benoit-Cattin, H.5
  • 2
    • 2942517541 scopus 로고    scopus 로고
    • Method for bias field correction of brain T1-weighted magnetic images minimizing segmentation error
    • DOI 10.1002/hbm.20013
    • Gispert, J. D., Reig, S., Pascau, J., Vaquero, J. J., Garcia-Barreno, P., and Desco, M., "Method for bias field correction of brain T1-weighted magnetic resonance images minimizing segmentation error," Hum Brain Mapp 22(2), 133-44 (2004). (Pubitemid 38738036)
    • (2004) Human Brain Mapping , vol.22 , Issue.2 , pp. 133-144
    • Gispert, J.D.1    Reig, S.2    Pascau, J.3    Vaquero, J.J.4    Garcia-Barreno, P.5    Desco, M.6
  • 3
    • 0030126711 scopus 로고    scopus 로고
    • Segmentation of multiple sclerosis lesions in intensity corrected multispectral MRI
    • PII S0278006296027437
    • Johnston, B., Atkins, M. S., Mackiewich, B., and Anderson, M., "Segmentation of multiple sclerosis lesions in intensity corrected multispectral MRI," IEEE Trans Med Imaging 15(2), 154-69 (1996). (Pubitemid 126780308)
    • (1996) IEEE Transactions on Medical Imaging , vol.15 , Issue.2 , pp. 154-169
    • Johnston, B.1    Atkins, M.S.2    Mackiewich, B.3    Anderson, M.4
  • 4
    • 0034267258 scopus 로고    scopus 로고
    • Segmentation and measurement of brain structures in MRI including confidence bounds
    • Ballester, M., Zisserman, A., and Brady, M., "Segmentation and measurement of brain structures in MRI including confidence bounds," Med Image Anal 4(3), 189-200 (2000).
    • (2000) Med Image Anal , vol.4 , Issue.3 , pp. 189-200
    • Ballester, M.1    Zisserman, A.2    Brady, M.3
  • 5
    • 0031657393 scopus 로고    scopus 로고
    • Review and evaluation of MRI nonuniformity corrections for brain tumor response measurements
    • DOI 10.1118/1.598357
    • Velthuizen, R. P., Heine, J. J., Cantor, A. B., Lin, H., Fletcher, L. M., and Clarke, L. P., "Review and evaluation of MRI nonuniformity corrections for brain tumor response measurements," Medical Physics 25(9), 1655-1666 (1998). (Pubitemid 28430886)
    • (1998) Medical Physics , vol.25 , Issue.9 , pp. 1655-1666
    • Velthuizen, R.P.1    Heine, J.J.2    Cantor, A.B.3    Lin, H.4    Fletcher, L.M.5    Clarke, L.P.6
  • 6
    • 0027850154 scopus 로고
    • Correction of intensity variations in MR images for computer-aided tissue classification
    • Dawant, B. M., Zijdenbos, A. P., and Margolin, R. A., "Correction of intensity variations in MR images for computer-aided tissue classification," IEEE Trans Med Imaging 12(4), 770-81 (1993).
    • (1993) IEEE Trans Med Imaging , vol.12 , Issue.4 , pp. 770-781
    • Dawant, B.M.1    Zijdenbos, A.P.2    Margolin, R.A.3
  • 7
    • 0033853121 scopus 로고    scopus 로고
    • Rapid and effective correction of RF inhomogeneity for high field magnetic resonance imaging
    • DOI 10.1002 /1097-019 3(200 008)10:4<2 04::AID-HB M60>3.0.CO;2-2
    • Cohen, M. S., DuBois, R. M., and Zeineh, M. M., "Rapid and effective correction of RF inhomogeneity for high field magnetic resonance imaging," Hum Brain Mapp 10(4), 204-211 (2000). (Pubitemid 30618504)
    • (2000) Human Brain Mapping , vol.10 , Issue.4 , pp. 204-211
    • Cohen, M.S.1    DuBois, R.M.2    Zeineh, M.M.3
  • 8
    • 0031987382 scopus 로고    scopus 로고
    • A nonparametric method for automatic correction of intensity nonuniformity in mri data
    • PII S0278006298031516
    • Sled, J. G., Zijdenbos, A. P., and Evans, A. C., "A nonparametric method for automatic correction of intensity nonuniformity in MRI data," IEEE Trans Med Imaging 17(1), 87-97 (1998). (Pubitemid 128742012)
    • (1998) IEEE Transactions on Medical Imaging , vol.17 , Issue.1 , pp. 87-97
    • Sied, J.G.1    Zijdenbos, A.P.2    Evans, A.C.3
  • 9
    • 0033623981 scopus 로고    scopus 로고
    • Parametric estimate of intensity inhomogeneities applied to MRI
    • Styner, M., Brechbuhler, C., Szckely, G., and Gerig, G., "Parametric estimate of intensity inhomogeneities applied to MRI," IEEE Trans Med Imaging 19(3), 153-165 (2000).
    • (2000) IEEE Trans Med Imaging , vol.19 , Issue.3 , pp. 153-165
    • Styner, M.1    Brechbuhler, C.2    Szckely, G.3    Gerig, G.4
  • 10
    • 27944473726 scopus 로고    scopus 로고
    • Generalized scale: Theory, algorithms, and application to image inhomogeneity correction
    • DOI 10.1016/j.cviu.2005.07.010, PII S1077314205001244
    • Madabhushi, A., Udupa, J. K., and Souza, A., "Generalized scale: theory, algorithms, and application to image inhomogeneity correction," Comput Vis Image Underst 101(2), 100-121 (2006). 1126860. (Pubitemid 41668630)
    • (2006) Computer Vision and Image Understanding , vol.101 , Issue.2 , pp. 100-121
    • Madabhushi, A.1    Udupa, J.K.2    Souza, A.3
  • 11
    • 33847774807 scopus 로고    scopus 로고
    • A review of methods for correction of intensity inhomogeneity in MRI
    • DOI 10.1109/TMI.2006.891486
    • Vovk, U., Pernus, F., and Likar, B., "A Review of Methods for Correction of Intensity Inhomogeneity in MRI," IEEE Trans Med Imaging 26(3), 405-421 (2007). (Pubitemid 46392348)
    • (2007) IEEE Transactions on Medical Imaging , vol.26 , Issue.3 , pp. 405-421
    • Vovk, U.1    Pernus, F.2    Likar, B.3
  • 15
    • 0024379169 scopus 로고
    • Prostate: MR imaging with an endorectal surface coil
    • Schnall, M. D., Lenkinski, R. E., Pollack, H. M., Imai, Y., and Kressel, H. Y., "Prostate: MR imaging with an endorectal surface coil," Radiology 172(2), 570-574 (1989). (Pubitemid 19184909)
    • (1989) Radiology , vol.172 , Issue.2 , pp. 570-574
    • Schnall, M.D.1    Lenkinski, R.E.2    Pollack, H.M.3    Imai, Y.4    Kressel, H.Y.5
  • 16
    • 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
    • DOI 10.1118/1.1593633
    • Chan, I., Wells III, W., Mulkern, R., Haker, S., Zhang, J., Zou, K., Maier, S., and Tempany, C., "Detection of prostate cancer by integration of line-scan diffusion, T2-mapping and T2-w magnetic resonance imaging; a multichannel statistical classifier," Medical Physics 30(6), 2390-2398 (2003). (Pubitemid 37129745)
    • (2003) Medical Physics , vol.30 , Issue.9 , pp. 2390-2398
    • 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.C.8
  • 17
    • 66249118025 scopus 로고    scopus 로고
    • Prostate cancer segmentation with simultaneous estimation of markov random field parameters and class
    • Liu, X., Langer, D. L., Haider, M. A., Yang, Y., Wernick, M. N., and Yetik, I. S., "Prostate Cancer Segmentation With Simultaneous Estimation of Markov Random Field Parameters and Class," IEEE Trans Med Imaging 28(6), 906-915 (2009).
    • (2009) IEEE Trans Med Imaging , vol.28 , Issue.6 , pp. 906-915
    • Liu, X.1    Langer, D.L.2    Haider, M.A.3    Yang, Y.4    Wernick, M.N.5    Yetik, I.S.6
  • 18
    • 77749341164 scopus 로고    scopus 로고
    • Computer-assisted analysis of peripheral zone prostate lesions using T2-weighted and dynamic contrast enhanced T1-weighted MRI
    • Vos, P. C., Hambrock, T., Barenstz, J. O., and Huisman, H. J., "Computer-assisted analysis of peripheral zone prostate lesions using T2-weighted and dynamic contrast enhanced T1-weighted MRI," Physics in Medicine and Biology 55(6), 1719 (2010).
    • (2010) Physics in Medicine and Biology , vol.55 , Issue.6 , pp. 1719
    • Vos, P.C.1    Hambrock, T.2    Barenstz, J.O.3    Huisman, H.J.4
  • 20
    • 44349171667 scopus 로고    scopus 로고
    • A consensus embedding approach for segmentation of high resolution in vivo prostate magnetic resonance imagery
    • Viswanath, S., Rosen, M., and Madabhushi, A., "A consensus embedding approach for segmentation of high resolution in vivo prostate magnetic resonance imagery," in [SPIE Medical Imaging], 6915, 69150U1- 12 (2008).
    • (2008) SPIE Medical Imaging , vol.6915
    • Viswanath, S.1    Rosen, M.2    Madabhushi, A.3
  • 22
    • 18844365683 scopus 로고    scopus 로고
    • Interplay between intensity standardization and inhomogeneity correction in MR image processing
    • DOI 10.1109/TMI.2004.843256
    • Madabhushi, A. and Udupa, J. K., "Interplay between intensity standardization and inhomogeneity correction in MR image processing," IEEE Trans Med Imaging 24(5), 561-76 (2005). (Pubitemid 40680118)
    • (2005) IEEE Transactions on Medical Imaging , vol.24 , Issue.5 , pp. 561-576
    • Madabhushi, A.1    Udupa, J.K.2
  • 26
    • 25144473129 scopus 로고    scopus 로고
    • Face recognition from 2D and 3D images using 3D Gabor filters
    • DOI 10.1016/j.imavis.2005.07.005, PII S0262885605000934
    • Wang, Y. and Chua, C.-S., "Face recognition from 2D and 3D images using 3D Gabor filters," Image and Vision Computing 23(11), 1018-1028 (2005). (Pubitemid 41344184)
    • (2005) Image and Vision Computing , vol.23 , Issue.11 , pp. 1018-1028
    • Wang, Y.1    Chua, C.-S.2
  • 28
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • Breiman, L., "Random forests," Machine Learning 45(1), 5-32 (2001). (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.