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Volumn 6, Issue 1, 2011, Pages

Early prediction of response to radiotherapy and androgen-deprivation therapy in prostate cancer by repeated functional MRI: A preclinical study

Author keywords

Androgen deprivation therapy; Artificial neural network; Back propagation neural network; Diffusion weighted magnetic resonance imaging; Dynamic contrast enhanced magnetic resonance imaging; Prostate cancer; Radiotherapy

Indexed keywords

ANDROGEN; PROSTATE SPECIFIC ANTIGEN; CONTRAST MEDIUM; TUMOR MARKER;

EID: 79958043474     PISSN: None     EISSN: 1748717X     Source Type: Journal    
DOI: 10.1186/1748-717X-6-65     Document Type: Article
Times cited : (26)

References (25)
  • 1
    • 41749125019 scopus 로고    scopus 로고
    • Current controversies in the treatment of high-risk prostate cancer
    • 10.1097/MOU.0b013e3282f9b37f, 18382235
    • Mitchell RE, Chang SS. Current controversies in the treatment of high-risk prostate cancer. Curr Opin Urol 2008, 18:263-268. 10.1097/MOU.0b013e3282f9b37f, 18382235.
    • (2008) Curr Opin Urol , vol.18 , pp. 263-268
    • Mitchell, R.E.1    Chang, S.S.2
  • 2
    • 63249117669 scopus 로고    scopus 로고
    • Screening for prostate cancer--the controversy that refuses to die
    • 10.1056/NEJMe0901166, 19297564
    • Barry MJ. Screening for prostate cancer--the controversy that refuses to die. N Engl J Med 2009, 360:1351-1354. 10.1056/NEJMe0901166, 19297564.
    • (2009) N Engl J Med , vol.360 , pp. 1351-1354
    • Barry, M.J.1
  • 3
    • 0037367362 scopus 로고    scopus 로고
    • Basic principles of diffusion-weighted imaging
    • 10.1016/S0720-048X(02)00303-0, 12595101
    • Bammer R. Basic principles of diffusion-weighted imaging. Eur J Radiol 2003, 45:169-184. 10.1016/S0720-048X(02)00303-0, 12595101.
    • (2003) Eur J Radiol , vol.45 , pp. 169-184
    • Bammer, R.1
  • 4
    • 33747591625 scopus 로고    scopus 로고
    • Diffusion-weighted MRI: a new functional clinical technique for tumour imaging
    • 10.1259/bjr/29739265, 16793851
    • Koh DM, Padhani AR. Diffusion-weighted MRI: a new functional clinical technique for tumour imaging. Br J Radiol 2006, 79:633-635. 10.1259/bjr/29739265, 16793851.
    • (2006) Br J Radiol , vol.79 , pp. 633-635
    • Koh, D.M.1    Padhani, A.R.2
  • 6
    • 33845645028 scopus 로고    scopus 로고
    • Dynamic contrast-enhanced MRI as a predictor of tumour response to radiotherapy
    • 10.1016/S1470-2045(06)71012-9, 17196512
    • Zahra MA, Hollingsworth KG, Sala E, Lomas DJ, Tan LT. Dynamic contrast-enhanced MRI as a predictor of tumour response to radiotherapy. Lancet Oncol 2007, 8:63-74. 10.1016/S1470-2045(06)71012-9, 17196512.
    • (2007) Lancet Oncol , vol.8 , pp. 63-74
    • Zahra, M.A.1    Hollingsworth, K.G.2    Sala, E.3    Lomas, D.J.4    Tan, L.T.5
  • 7
    • 34249007448 scopus 로고    scopus 로고
    • Early changes in apparent diffusion coefficient predict the quantitative antitumoral activity of capecitabine, oxaliplatin, and irradiation in HT29 xenografts in athymic nude mice
    • 10.1593/neo.07154, 1877980, 17534444
    • Seierstad T, Folkvord S, Røe K, Flatmark K, Skretting A, Olsen DR. Early changes in apparent diffusion coefficient predict the quantitative antitumoral activity of capecitabine, oxaliplatin, and irradiation in HT29 xenografts in athymic nude mice. Neoplasia 2007, 9:392-400. 10.1593/neo.07154, 1877980, 17534444.
    • (2007) Neoplasia , vol.9 , pp. 392-400
    • Seierstad, T.1    Folkvord, S.2    Røe, K.3    Flatmark, K.4    Skretting, A.5    Olsen, D.R.6
  • 8
    • 11144327122 scopus 로고    scopus 로고
    • Changes in water mobility measured by diffusion MRI predict response of metastatic breast cancer to chemotherapy
    • 10.1593/neo.03343, 1531687, 15720810
    • Theilmann RJ, Borders R, Trouard TP, Xia G, Outwater E, Ranger-Moore J, Gillies RJ, Stopeck A. Changes in water mobility measured by diffusion MRI predict response of metastatic breast cancer to chemotherapy. Neoplasia 2004, 6:831-837. 10.1593/neo.03343, 1531687, 15720810.
    • (2004) Neoplasia , vol.6 , pp. 831-837
    • Theilmann, R.J.1    Borders, R.2    Trouard, T.P.3    Xia, G.4    Outwater, E.5    Ranger-Moore, J.6    Gillies, R.J.7    Stopeck, A.8
  • 10
    • 51549112352 scopus 로고    scopus 로고
    • Apparent diffusion coefficient: potential imaging biomarker for prediction and early detection of response to chemotherapy in hepatic metastases
    • 10.1148/radiol.2483071407, 18710982
    • Cui Y, Zhang XP, Sun YS, Tang L, Shen L. Apparent diffusion coefficient: potential imaging biomarker for prediction and early detection of response to chemotherapy in hepatic metastases. Radiology 2008, 248:894-900. 10.1148/radiol.2483071407, 18710982.
    • (2008) Radiology , vol.248 , pp. 894-900
    • Cui, Y.1    Zhang, X.P.2    Sun, Y.S.3    Tang, L.4    Shen, L.5
  • 11
    • 69549124173 scopus 로고    scopus 로고
    • Artificial neural networks for prediction of response to chemoradiation in HT29 xenografts
    • 10.1016/j.ijrobp.2009.05.036, 19735875
    • Kakar M, Seierstad T, Røe K, Olsen DR. Artificial neural networks for prediction of response to chemoradiation in HT29 xenografts. Int J Radiat Oncol Biol Phys 2009, 75:506-511. 10.1016/j.ijrobp.2009.05.036, 19735875.
    • (2009) Int J Radiat Oncol Biol Phys , vol.75 , pp. 506-511
    • Kakar, M.1    Seierstad, T.2    Røe, K.3    Olsen, D.R.4
  • 12
    • 43649096576 scopus 로고    scopus 로고
    • MRI techniques for prediction of local tumor progression after high-intensity focused ultrasonic ablation of prostate cancer
    • 10.2214/AJR.07.2924, 18430829
    • Kim CK, Park BK, Lee HM, Kim SS, Kim E. MRI techniques for prediction of local tumor progression after high-intensity focused ultrasonic ablation of prostate cancer. AJR Am J Roentgenol 2008, 190:1180-1186. 10.2214/AJR.07.2924, 18430829.
    • (2008) AJR Am J Roentgenol , vol.190 , pp. 1180-1186
    • Kim, C.K.1    Park, B.K.2    Lee, H.M.3    Kim, S.S.4    Kim, E.5
  • 13
    • 37349094329 scopus 로고    scopus 로고
    • Multiparametric magnetic resonance imaging in prostate cancer: present and future
    • 10.1097/MOU.0b013e3282f19d01, 2804482, 18090494
    • Kurhanewicz J, Vigneron D, Carroll P, Coakley F. Multiparametric magnetic resonance imaging in prostate cancer: present and future. Curr Opin Urol 2008, 18:71-77. 10.1097/MOU.0b013e3282f19d01, 2804482, 18090494.
    • (2008) Curr Opin Urol , vol.18 , pp. 71-77
    • Kurhanewicz, J.1    Vigneron, D.2    Carroll, P.3    Coakley, F.4
  • 14
    • 33746901239 scopus 로고    scopus 로고
    • The use of artificial neural networks in decision support in cancer: a systematic review
    • 10.1016/j.neunet.2005.10.007, 16483741
    • Lisboa PJ, Taktak AF. The use of artificial neural networks in decision support in cancer: a systematic review. Neural Netw 2006, 19:408-415. 10.1016/j.neunet.2005.10.007, 16483741.
    • (2006) Neural Netw , vol.19 , pp. 408-415
    • Lisboa, P.J.1    Taktak, A.F.2
  • 16
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart DE, Hinton GE, Williams RJ. Learning representations by back-propagating errors. Nature 1986, 323:533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 17
    • 1842527859 scopus 로고    scopus 로고
    • Use of artificial neural networks to predict biological outcomes for patients receiving radical radiotherapy of the prostate
    • 10.1016/j.radonc.2003.03.001, 15066290
    • Gulliford SL, Webb S, Rowbottom CG, Corne DW, Dearnaley DP. Use of artificial neural networks to predict biological outcomes for patients receiving radical radiotherapy of the prostate. Radiother Oncol 2004, 71:3-12. 10.1016/j.radonc.2003.03.001, 15066290.
    • (2004) Radiother Oncol , vol.71 , pp. 3-12
    • Gulliford, S.L.1    Webb, S.2    Rowbottom, C.G.3    Corne, D.W.4    Dearnaley, D.P.5
  • 18
    • 5444243432 scopus 로고    scopus 로고
    • Artificial neural networks for predictive modeling in prostate cancer
    • 10.1007/s11912-004-0052-z, 15066233
    • Gamito EJ, Crawford ED. Artificial neural networks for predictive modeling in prostate cancer. Curr Oncol Rep 2004, 6:216-221. 10.1007/s11912-004-0052-z, 15066233.
    • (2004) Curr Oncol Rep , vol.6 , pp. 216-221
    • Gamito, E.J.1    Crawford, E.D.2
  • 20
    • 18244432236 scopus 로고    scopus 로고
    • Predicting the outcome of prostate biopsy in screen-positive men by a multilayer perceptron network
    • 10.1016/S0090-4295(00)00672-5, 10962306
    • Finne P, Finne R, Auvinen A, Juusela H, Aro J, Määttänen L, Hakama M, Rannikko S, Tammela TL, Stenman U. Predicting the outcome of prostate biopsy in screen-positive men by a multilayer perceptron network. Urology 2000, 56:418-422. 10.1016/S0090-4295(00)00672-5, 10962306.
    • (2000) Urology , vol.56 , pp. 418-422
    • Finne, P.1    Finne, R.2    Auvinen, A.3    Juusela, H.4    Aro, J.5    Määttänen, L.6    Hakama, M.7    Rannikko, S.8    Tammela, T.L.9    Stenman, U.10
  • 21
    • 58849091840 scopus 로고    scopus 로고
    • A [-2]proPSA-based artificial neural network significantly improves differentiation between prostate cancer and benign prostatic diseases
    • 10.1002/pros.20872, 18942119
    • Stephan C, Kahrs AM, Cammann H, Lein M, Schrader M, Deger S, Miller K, Jung K. A [-2]proPSA-based artificial neural network significantly improves differentiation between prostate cancer and benign prostatic diseases. Prostate 2009, 69:198-207. 10.1002/pros.20872, 18942119.
    • (2009) Prostate , vol.69 , pp. 198-207
    • Stephan, C.1    Kahrs, A.M.2    Cammann, H.3    Lein, M.4    Schrader, M.5    Deger, S.6    Miller, K.7    Jung, K.8
  • 22
    • 77957771802 scopus 로고    scopus 로고
    • Longitudinal magnetic resonance imaging-based assessment of vascular changes and radiation response in androgen-sensitive prostate carcinoma xenografts under androgen-exposed and androgen-deprived conditions
    • 2950331, 20927320
    • Røe K, Seierstad T, Kristian A, Mikalsen LT, Mælandsmo GM, van der Kogel AJ, Ree AH, Olsen DR. Longitudinal magnetic resonance imaging-based assessment of vascular changes and radiation response in androgen-sensitive prostate carcinoma xenografts under androgen-exposed and androgen-deprived conditions. Neoplasia 2010, 12:818-825. 2950331, 20927320.
    • (2010) Neoplasia , vol.12 , pp. 818-825
    • Røe, K.1    Seierstad, T.2    Kristian, A.3    Mikalsen, L.T.4    Mælandsmo, G.M.5    van der Kogel, A.J.6    Ree, A.H.7    Olsen, D.R.8
  • 23
    • 35848951398 scopus 로고    scopus 로고
    • Construction of a modified capacitive overlap MR coil for imaging of small animals and objects in a clinical whole-body scanner
    • 10.1088/0031-9155/52/22/N02, 17975281
    • Seierstad T, Røe K, Høvik B. Construction of a modified capacitive overlap MR coil for imaging of small animals and objects in a clinical whole-body scanner. Phys Med Biol 2007, 52:N513-N522. 10.1088/0031-9155/52/22/N02, 17975281.
    • (2007) Phys Med Biol , vol.52
    • Seierstad, T.1    Røe, K.2    Høvik, B.3
  • 24
    • 0028356794 scopus 로고
    • Method for the quantitative assessment of contrast agent uptake in dynamic contrast-enhanced MRI
    • 10.1002/mrm.1910310516, 8015413
    • Hittmair K, Gomiscek G, Langenberger K, Recht M, Imhof H, Kramer J. Method for the quantitative assessment of contrast agent uptake in dynamic contrast-enhanced MRI. Magn Reson Med 1994, 31:567-571. 10.1002/mrm.1910310516, 8015413.
    • (1994) Magn Reson Med , vol.31 , pp. 567-571
    • Hittmair, K.1    Gomiscek, G.2    Langenberger, K.3    Recht, M.4    Imhof, H.5    Kramer, J.6
  • 25


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.