Texture analysis in perfusion images of prostate cancer—A case study

ACS (2009). Estimated new cancer cases and deaths by sex, US http://www.cancer.org/downloads/stt/cff2009_estcd_3.pdfSearch in Google Scholar

Bhattacharyya, A. (1943). On a measure of divergence between two statistical populations defined by their probability distributions, Bulletin of the Calcutta Mathematical Society 35: 99-110.Search in Google Scholar

Blomley, M., Coulden, R., Bufkin, C., Lipton, M. and Dawson, P. (1993). Contrast bolus dynamic computed tomography for the measurement of solid organ perfusion, Investigative Radiology 28(suppl 5): S72-S77.10.1097/00004424-199311001-00023Search in Google Scholar

Bradford, T., Tomlins, S., Wang, X. and Chinnaiyan, A. (2006). Molecular markers of prostate cancer, Urologic Oncology 24(6): 538-551.10.1016/j.urolonc.2006.07.004Search in Google Scholar

Cenic, A., Nabavi, D., Craen, R., Gelb, A. and Lee, T.-Y. (2000). A CT method to measure hemodynamics in brain tumors: Validation and application of cerebral blood flow maps, American Journal of Neuroradiology 21(3): 462-470.Search in Google Scholar

Charlesworth, P. and Harris, A. (2006). Mechanisms of disease: Angiogenesis in urologic malignancies, nature clinical practice, Urology 3(3): 157-169.10.1038/ncpuro0434Search in Google Scholar

Daehnert, W., Hamper, U., Eggleston, J., Walsh, P. and Sanders, R. (1986). Prostatic evaluation by transrectal sonography with histopathologic correlation: The echopenic appearance of early carcinoma, Radiology 158(1): 97-102.10.1148/radiology.158.1.3510032Search in Google Scholar

Dugdale, P. and Miles, K. (1999). Hepatic metastases: The value of quantitative assessment of contrast enhancement on computed tomography, European Journal of Radiology 30(3): 206-213.10.1016/S0720-048X(99)00013-3Search in Google Scholar

Dziubińska, M., Basiak, M., Konopka, M., Hartel, M., Pilch-Kowalczyk, J. and Sαsiadek, M. (2006). Role of perfusion imaging in computed tomography in diagnostics of cerebral gliomas, Neurologia i Neurochirurgia Polska 40(1): 51-56, (in Polish).Search in Google Scholar

Fukuya, T., Honda, H., Hayahi, T., Kaneko, K., Tateshi, Y., Ro, T., Maehara, Y., Tanaka, M., Tsuneyoshi, M. and Masuda, K. (1995). Lymph-node metastases: Efficacy of detection with helical CT in patients with gastric cancer, Radiology 197(3): 705-711.10.1148/radiology.197.3.74807437480743Search in Google Scholar

Groell, R., Doerfler, O., Schaffler, G. and Habermann, W. (2001). Contrast-enhanced helical CT of the head and neck. Improved conspicuity of squamous cell carcinoma on delayed scans, American Journal of Roentgelogy 176(6): 1571-1575.Search in Google Scholar

Haralick, R., Shanmugam, K. and Dinstein, I. (1973). Textural features for image classification, IEEE Transactions on Systems, Man and Cybernetics 3(6): 610-621.10.1109/TSMC.1973.4309314Search in Google Scholar

Hartel, M., Dziubińska-Basiak, M., Konopka, M., Basiak, M., Salam, B. and M., S. (2006). Complex diagnostic imaging of acute ischemic stroke—Case study, Udar Mózgu 8(2): 81-86, (in Polish).Search in Google Scholar

Henderson, E., Milosevic, M., Haider, M. and Yeung, I. (2003). Functional CT imaging of prostate cancer, Physics in Medicine and Biology 38(18): 3085-3100.10.1088/0031-9155/48/18/30914529212Search in Google Scholar

Hoeffner, E., Case, I., Jain, R., Gujar, S., Shah, G., Deveikis, J., Carlos, R., Thompson, B., Harrigan, M. and Mukherji, S. (2004). Cerebral perfusion CT: Technique and clinical applications, Radiology 231(3): 632-644.10.1148/radiol.231302148815118110Search in Google Scholar

Hricak, H., Choyke, P., Eberhardt, S., Leibel, S. and Scardino, P. (2007). Imaging prostate cancer. A multidisciplinary perspective, Radiology 243(1): 28-53.Search in Google Scholar

Ives, E., Burke, M., Edmonds, P., Gomella, L. and Halpern, E. (2005). Quantitative computed tomography perfusion of prostate cancer: Correlation with whole-mount pathology, Clinical Prostate Cancer 4(2): 109-112.10.3816/CGC.2005.n.01816197611Search in Google Scholar

Leman, E., Cannon, G., Trock, B., Sokoll, L., Chan, D., Mangold, L., Partin, A. and Getzenberg, R. (2007). Epca-2: A highly specific serum marker for prostate cancer, Urology 69(4): 714-720.10.1016/j.urology.2007.01.097Search in Google Scholar

Łuczyńska, E., A. J. S. J., Stelmach, A., Jaszczyński, J., Hartel, M. and Konopka, M. (2006). Perfusion of prostate cancer: Correlation between p-CT and whole-mount pathology—Case report, Polish Journal of Radiology 71(4): 70-73.Search in Google Scholar

Łuczyńska, E., Anioł, J., Stelmach, A. and Jaszczyński, J. (2008). The value of perfusion CT in evaluating locoregional staging in post-radical prostatectomy patients with elevated serum PSA level, Polish Journal of Radiology 73(2): 13-17.Search in Google Scholar

Miles, K. (1999). Tumour angiogenesis and its relation to contrast enhancement on computed tomography: A review, European Journal of Radiology 30(3): 198-205.10.1016/S0720-048X(99)00012-1Search in Google Scholar

Miles, K. (2002). Functional computed tomography in oncology, European Journal of Cancer 38(16): 2079-2084.10.1016/S0959-8049(02)00386-6Search in Google Scholar

Miles, K. and Griffiths, M. (2003). Perfusion CT: A worthwhile enhancement?, British Journal of Radiology 76(904): 220-231.10.1259/bjr/13564625Search in Google Scholar

NCR (2009). Number of new cancer cases by site and age groups http://85.128.14.124/krn/english/liczba_zach_rozp/default.aspSearch in Google Scholar

Norberg, M., Egevad, L., Holmberg, P., Sparen, P., Norlén, J. and Busch, C. (1997). The sextant protocol for ultrasound-guided core biopsies of the prostate underestimates the presence of cancer, Urology 50(4): 562-566.10.1016/S0090-4295(97)00306-3Search in Google Scholar

Prando, A. and Wallace, S. (2000). Helical CT of prostate cancer: Early clinical experience, American Journal of Roentgenology 175(2): 343-346.10.2214/ajr.175.2.175034310915672Search in Google Scholar

Roscigno, M., Scattoni, V., Bertini, R., Pasta, A., Montorsi, F. and Rigatti, P. (2004). Diagnosis of prostate cancer. State of the art, Italian Journal of Urology and Nephrology 56(2): 123-145.Search in Google Scholar

Rosenberg, R., Wojtek, P., Konopka, M., Pieniαżek, P., Bogusz, I. and M., S. (2004). Clinical applications of perfusion computed tomography, diffusion-weighted magnetic resonance and perfusion-weighted magnetic resonance imaging in detection of early lesions in ischemic stroke, Udar Mózgu 6(2): 71-78, (in Polish).Search in Google Scholar

Sahani, D., Kalva, S., Hamberg, L., Hahn, P., Willett, C., Saini, S., Mueller, P. and Ty, L. (2005). Assessing tumor perfusion and treatment response in rectal cancer with multisection CT: Initial observations, Radiology 234(3): 785-792.10.1148/radiol.234304028615734934Search in Google Scholar

Selley, S., Donovan, J., Faulkner, A., Coast, J. and D., G. (1997). Diagnosis, management and screening of early localized prostate cancer, Health Technology Assessment 1(2): 1-96.10.3310/hta1020Search in Google Scholar

Sudoł-Szopińska, I. and Szopiński, T. (2005). The USG Diagnostics of Prostate Gland, Praktyczna Ultrasonografia, Warszawa/Zamość, (in Polish).Search in Google Scholar

Tadeusiewicz, R. and Korohoda, P. (1997). Computer Analysis and Image Processing, Wydawnictwo Fundacji Postepu Telekomunikacji, Cracow, (in Polish).Search in Google Scholar

Tukey, J. (1977). Exploratory Data Analysis, Addison-Wesley, Reading, MA.Search in Google Scholar

Velleman, P. and Hoaglin, D. (1981). Applications, Basics, and Computing of Exploratory Data Analysis, Duxbury Press, Boston, MA.Search in Google Scholar

Wintermark, M., Maeder, P., Thiran, J.-P., Schnyder, P. and Meuli, R. (2001). Quantitative assessment of regional cerebral blood flows by perfusion CT studies at low injection rates: A critical review of the underlying theoretical models, European Radiology 11(7): 1220-1230.10.1007/s00330000070711471616Search in Google Scholar

Wolfkiel, C., Ferguson, J., Chomka, E., Law, W., Labin, I., Tenzer, M., Booker, M. and Brundage, B. (1987). Measurement of myocardial blood flow by ultrafast computed tomography, Circulation 76(6): 1262-1273.10.1161/01.CIR.76.6.1262Search in Google Scholar

Zhang, M. and Kono, M. (1997). Solitary pulmonary nodules: Evaluation of blood flow patterns with dynamic CT, Radiology 205(2): 471-478.10.1148/radiology.205.2.93566319356631Search in Google Scholar