Ultrasonic tissue-type imaging of the prostate: Implications for biopsy and treatment guidance

Cancer Biomarkers

Volumn 4, Issue 4-5, 2008, Pages 201-212

  Feleppa, Ernest J ^a  

^a RIVERSIDE RESEARCH INSTITUTE   (United States)

Author keywords

Artificial neural networks; Classification; Prostate cancer; ROC curves; Spectrum analysis; Tissue type imaging; Ultrasound

Indexed keywords

PROSTATE SPECIFIC ANTIGEN;

ALGORITHM; ANTIGEN DETECTION; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATION; B SCAN; CANCER CLASSIFICATION; CANCER GRADING; CANCER LOCALIZATION; CANCER RADIOTHERAPY; COMPUTER ANALYSIS; COMPUTER ASSISTED DIAGNOSIS; COMPUTER ASSISTED THERAPY; CORRELATION ANALYSIS; CRYOTHERAPY; DATA BASE; DIAGNOSTIC ACCURACY; DIAGNOSTIC ERROR; DIAGNOSTIC VALUE; DISCRIMINANT ANALYSIS; ECHOGRAPHY; FREQUENCY MODULATION; GRAY SCALE ECHOGRAPHY; HISTOPATHOLOGY; HUMAN; INTERMETHOD COMPARISON; MEDICAL SPECIALIST; NEEDLE BIOPSY; NON INVASIVE MEASUREMENT; NUCLEAR MAGNETIC RESONANCE IMAGING; PATIENT MONITORING; PATIENT SAFETY; PRIORITY JOURNAL; PROSTATE BIOPSY; PROSTATE CANCER; PROSTATECTOMY; QUANTITATIVE DIAGNOSIS; RADIATION SCATTERING; REFERENCE VALUE; RELIABILITY; ROC CURVE; SENSITIVITY AND SPECIFICITY; SUPPORT VECTOR MACHINE; THREE DIMENSIONAL IMAGING; UROLOGY; X RAY;

EID: 54949132919     PISSN: 15740153     EISSN: None     Source Type: Journal    
DOI: 10.3233/CBM-2008-44-504     Document Type: Article

References (53)

1. G.P. Haas, N.B. Delongchamps, R.F. Jones, V. Chandan, A.M. Serio, A.J. Vickers, M. Jumbelic, G. Threatte, R. Korets, H. Lilja and G. de la Roza, Needle Biopsies on Autopsy Prostates: Sensitivity of Cancer Detection Based on True Prevalence, Journal of the National Cancer Institute 99(19) (2007), 1484-1489.
2. J. Applewhite, B. Matlaga and D. McCullough, Results of the 5-region Prostate Biopsy Method: The Repeat Biopsy Population, The Journal of Urology 168(2) (2002), 500-503.
3. E.J. Feleppa, J.A. Ketterling, A. Kalisz, S. Urban, P.B. Schiff, R.D. Ennis, C.S. Wuu, C.R. Porter, W.R. Fair and J.W. Gillespie, Application of spectrum analysis and neural-network classification to imaging for targeting and monitoring treatment of prostate cancer, in: Proceedings of the 2001 Ultrasonics Symposium, S. Schneider, M. Levy and B. McAvoy, eds, IEEE, Piscataway, 2002, pp. 1269-1272.
4. R. Macchia, Resistant infections after prostate biopsy: Are fluoroquinolones still effective prophylaxis, Presented on November 11, 2007 at the 2007 Annual Meeting of the New York Section of the AUA in Buenos Aires, Argentina.
5. J.I. Epstein, P.C. Walsh, M. Carmichael and C.B. Brendler, Pathologic and clinical findings to predict tumor extent of nonpalpable (stage T1c) prostate cancer, JAMA 271(5) (1994), 368-374.
6. A.W. Partin, M.W. Kattan, E.N. Subong, P.C. Walsh, K.J. Wojno, J.E. Oesterling, P.T. Scardino, and J.D. Pearson, Combination of prostate-specific antigen, clinical stage, and Gleason score to predict pathological stage of localized prostate cancer. A multi-institutional update, JAMA 277 (1997), 1445-1451.
7. D.J. Coleman, R.H. Silverman, M.J. Rondeau, H.C. Boldt, H.O. Lloyd, F.L. Lizzi, T.A. Weingeist, X. Chen, S. Vangveeravong and R. Folberg, Noninvasive in-vivo detection of prognostic indicators for high risk uveal melanoma: Ultrasound parameter imaging, Ophthalmology 111 (3) (2004), 558-564.
8. R.H. Silverman, R. Folberg, M.J. Rondeau, H.C. Boldt, H.O. Lloyd, X. Chen, F.L. Lizzi, T.A. Weingeist and D.J. Coleman, Spectral parameter imaging for detection of prognostically significant histologic features in uveal melanoma, Ultrasound Med Biol 29(7) (2003), 951-959.
9. F.L. Lizzi, E.J. Feleppa, M. Astor and A. Kalisz, Statistics of ultrasonic spectral parameters for prostate and liver examinations, IEEE Trans Ultrason Ferroelect Freq Contr 44 (1997), 935-942.
10. F.L. Lizzi, D.L. King, M.C. Rorke, J. Hui, M. Ostromogilsky, M.M. Yaremko, E.J. Feleppa and P. Wai, Comparison of theoretical scattering results and ultrasonic data from clinical liver examinations, Ultrasound Med Biol 14(5) (1988), 377-385.
11. D.J. Lee, B. Sigel, V.K. Swami, J.R. Justin, V. Gahtan, S.P. O'Brien, L. Dwyer-Joyce, E.J. Feleppa, A.B. Roberts and H.D. Berkowitz, Determination of carotid-plaque risk by ultrasonic tissue characterization, Ultrasound Med Biol 24(9) (1998), 1291-1299.
12. T. Noritomi, B. Sigel, V. Gahtan, V. Swami, J. Justin, E.J. Feleppa and K. Shirouzu, In vivo detection of carotid plaque thrombus by ultrasonic tissue characterization, J Ultrasound Med 16(2) (1997), 107-111.
13. T. Noritomi, B. Sigel, V. Swami, J. Justin, V. Gahtan, X. Chen, E.J. Feleppa, A.B. Roberts and K. Shirouzu, Carotid plaque typing by multiple-parameter ultrasonic tissue characterization, Ultrasound Med Biol 23(5) (1997), 643-650.
14. R.V. Kolecki, B. Sigel, J. Justin, E.J. Feleppa, R.E. Parsons, H. Kitamura, J. Machi, J. Hayashi, R Taylor, L. McGann and A.B. Roberts, Determining the acuteness and stability of deep venous thrombosis by ultrasonic tissue characterization, J Vasc Surg 21(6) (1995), 976-984.
15. E.J. Feleppa, J. Machi, T. Noritomi, T. Tateishi, R. Oishi, E. Yanagihara and J. Jucha, Differentiation of metastatic from benign lymph nodes by spectrum analysis in vitro, in: Proceedings of the 1997 Ultrasonics Symposium, S. Schneider, M. Levy and B. McAvoy, eds, Institute of Electrical and Electronics Engineers, Piscataway, 1998, pp. 1137-1142.
16. T. Tateishi, J. Machi, E.J. Feleppa, R.H. Oishi, J.Jucha, E. Yanagihara, L.J. McCarthy, T. Noritomi and K. Shirouzu, In vitro diagnosis of axillary lymph node metastases in breast cancer by spectrum analysis of radio frequency echo signals, Ultrasound Med Biol 24(8) (1998), 1151-1159.
17. T. Noritorni, J. Machi, E.J. Feleppa, E. Yanagihara and K. Shirouzu, In vitro investigation of lymph node metastasis of colorectal cancer using ultrasonic spectral parameters, Ultrasound Med Biol 24 (1998), 235-243.
18. S. Dasgupta, E.J. Feleppa, S. Ramachandran, J.A. Ketterling, A. Kalisz, S. Haker, C. Tempany, C. Porter, M. Lacrampe, C. Isacson and D. Sparks, Spatial co-registration of magnetic resonance and ultrasound images of the prostate as a basis for multi-modality tissue-type imaging, in: Proc. 2007 IEEE-Int. Ultrasonics Symp, M.P. Yuhas, ed., Institute of Electrical and Electronics Engineers, Piscataway, 2007, pp. 641-643.
19. E.F. Feleppa, C.R. Porter, J. Ketterling, S. Dasgupta, S. Ramachandran and D. Sparks, Recent advances in ultrasonic tissue-type imaging of the prostate: Improving detection and evaluation, Acoustical Imaging Vol. 28, M.P. Andre, ed., Springer, Dordrecht, 2007, pp. 331-339.
20. E.J. Feleppa, C.R. Porter, J.A. Ketterling, P. Lee, S. Dasgupta, S. Urban and A. Kalisz, Recent Developments in Tissue-type Imaging (TTI) for Planning and Monitoring Treatment of Prostate Cancer, Ultrason Imaging 26 (2004), 71-84.
21. E.J. Feleppa, R.D. Ennis, P.B. Schiff, C.S. Wuu, A. Kalisz, J.A. Ketterling, S. Urban, T. Liu, W.R. Fair, C.R. Porter and J.R. Gillespie, Ultrasonic spectrum-analysis and neural-network classification as a basis for ultrasonic imaging to target brachytherapy of prostate cancer, J Brachytherapy Intl 1(1) (2002), 1-6.
22. E.J. Feleppa, R.D. Ennis, P.B. Schiff, C.S. Wuu, A. Kalisz, J. Ketterling, S. Urban, T. Liu, W.R. Fair, C.R. Porter and J.W. Gillespie, Spectrum-analysis and neural networks for imaging to detect and treat prostate cancer, Ultrason Imag 23 (2001), 135-146.
23. E.J. Feleppa, W.R. Fair, T. Liu, A. Kalisz, K.C. Balaji, C.R. Porter, H. Tsai, V. Reuter, W. Gnadt and M.J. Miltner, Three-dimensional ultrasound analyses of the prostate, Mol Urol 4(3) (2000), 133-141.
24. E.J. Feleppa, T. Liu, A. Kalisz, M.C. Shan, N. Fleshner and V. Reuter, Ultrasonic spectral-parameter imaging of the prostate, Int J Imaging Syst Technol 8 (1997), 11-25.
25. J.P. Jones, E. Holasek, W.D. Jennings and E.W. Purnell, Two Dimensional Display of Spectral Information and Its Application to Diagnostic Medicine, in Proc 1976 Ultrasonics Symposium, IEEE 1 (1976), 58-59.
26. D. Nicholas, Evaluation of backscattering coefficients for excised human tissues: Results, interpretation and associated measurements, Ultrasound Med Biol 8 (1982), 17-28.
27. F.L. Lizzi, M. Greenebaum, E.J. Feleppa, M. Elbaum and D.J. Coleman, Theoretical framework for spectrum analysis in ultrasonic tissue characterization, J Acoust Soc Am 73(4) (1983), 1366-1373.
28. J.A. Zagzebski, Z.F. Lu and L.X. Yao, Quantitative ultrasound imaging: in vitro results in normal liver, Ultrason Imaging 15 (1983), 335-351.
29. E.J. Feleppa, F.L. Lizzi, D.J. Coleman and M.M. Yaremko, Diagnostic spectrum analysis in ophthalmology: A physical perspective, Ultrasound Med Biol 12(8) (1986), 623-631.
30. F.L. Lizzi, M. Ostromogilsky, E. Feleppa, M.C. Rorke and M.M. Yaremko, Relationship of ultrasonic spectral parameters to features of tissue microstructure, IEFE Transactions on Ultrasonics Ferroelectrics, and Frequency Control UFFC-34 (1987), 319-329.
31. D.K. Nassiri and C.R. Hill, The use of angular scattering measurements to estimate structural parameters of human and animal tissues, J Acoust Soc Am 87 (1990), 179-192.
32. F.L. Lizzi, M. Astor, T. Liu, C. Deng, D.J. Coleman and R.H. Silverman, Ultrasonic spectrum analysis for tissue assays and therapy evaluations, Int J Imaging Syst Technol 8 (1997), 3-10.
33. M.F. Insana, R.F. Wagner, D.G. Brown and T.J. Hall, Describing small-scale structure in random media using pulse-echo ultrasound, J Acoust Soc Am 87 (1990), 179-192.
34. M.F. Insana and T.J. Hall, Parametric ultrasound imaging from backscatter coefficient measurements: Image formation and interpretation, Ultrason Imaging 12 (1990), 245-267.
35. T. Hosokowa, B. Sigel, J. Machi, H. Kitamura, R.V. Kolecki, J.R. Justin, E.J. Feleppa, G. Tuszynski and T. Kakegawa, Experimental assessment of spectrum analysis of ultrasonic echoes as a method for estimating scatterer properties, Ultrasound Med Biol 20(5) (1994), 4763-4470.
36. T.A. Bigelow and W.D. O'Brien, Scatterer size estimation in pulse-echo ultrasound using focused sources: Theoretical approximations and simulation analysis, J Acoust Soc Am 116(1) (July 2004), 578-593.
37. T.A. Bigelow and W.D. O'Brien, Scatterer size estimation in pulse-echo ultrasound using focused sources: Calibration measurements and phantom experiments, J Acoust Sac Am 116(1) (July 2004), 594-602.
38. e?; IEEE Trans Ultrason Ferroelect Freq Cont 52(11) (2005), 2003-2010.
39. T.A. Bigelow and W.D. O'Brien, Impact of local attenuation approximations when estimating correlation length from backscattered ultrasound echoes, J Acoust Soc Am 120(1) (July 2006), 546-553.
40. J. Mamou, M.L. Oelze, W.D. Brien and J.F. Zachary, Ultrasound characterization of three animal mammary tumors from three-dimensional acoustic tissue models, in Proc 2005 Ultrasonics Symposium, IEEE 2 (2005), 866-869.
41. L. Michael, Oelze, James F. Zachary and William D. O'Brien, Ultrasonic Quantification of the Tissue Microstructure of Spontaneous Mammary Tumors in Rats, in Proc 2002 Ultrasonics Symposium, IEEE 4 (2002), 1369-1372.
42. M. Oelze and J. Zachary, Examination of cancer in mouse models using high-frequency quantitative ultrasound, Ultrasound Med & Biol 32(11) (2006), 1639-1648.
43. M.L. Oelze, J.F. Zachary and W.D. O'Brien, Characterization of tissue microstructure using ultrasonic backscatter: Theory and technique for optimization using a Gaussian form factor, J Acoust Soc Am 112 (2002), 1202-1211.
44. M.C. Kolios, G.J. Czarnota, M. Hussain, F.S. Foster, J.W. Hunt and M.D. Sherar, Analysis of Ultrasound Backscatter from Ensembles of Cells and Isolated Nuclei, in Proc 2001 Ultrasonics Symposium, IEEE 2 (2001), 1257-1260.
45. M.C. Kolios, G.J. Czarnota, M. Lee, J.W. Hunt and M.D. Sherar, Ultrasonic spectral parameter characterization of apoptosis, Ultrasound Med Biol 28(5) (2002), 589-597.
46. Wu and Ohmura, Quantum Theory of Scattering, Prentice Hall, 1962.
47. M. O'Donnell, D. Bauwens, J.W. Mimbs and J.G. Miller, Broadband integrated backscatter: An approach to spatially localized tissue characterization in vivo, Proceedings of the IEEE Ultrasonics Symposium 79 CH 1482-1489 (1979), 175-178.
48. G.M. Lanza, R.L. Trousil, K.D. Wallace, J.H. Rose, C.S. Hall, M.J. Scott, J.G. Miller, P.R. Eisenberg, P.J. Gaffney and S.A. Wickline, In vitro characterization of a novel, tissue-targeted ultrasonic contrast system with acoustic microscopy, J Acoust Soc Am 104 (1998), 3665-3672.
49. G.M. Lanza, K. Wallace, M.J. Scott, C. Cachetis, D. Abendschein, D. Christy, A. Sharkey, J. Miller, P. Gaffney and S. Wickline, A novel site-targeted ultrasonic contrast agent with broad biomedical applications, Circulation 94 (1996), 3334-3340.
50. J.G. Miller, J.E. Perez, SJ.A. Wickline, S.L. Baldwin, B. Barzilai, V. Davila-Roman, R.J. Fedewa, A.E. Finch-Johnston, C.S. Hall, S.M. Handley, F.D. Huckett, M.R. Holland, A. Kovacs, G.M. Lanza, S.S. Lewis, J.N. Marsh, J. Mobley, D.E. Sosnovik, R.L. Trousil, K.D. Wallace and K.R. Waters, Backscatter imaging and myocardial tissue characterization, Proceedings of the IEEE Ultrasonics Symposium (1998), Sendai Japan, 1373-1383.
51. C.E. Metz, B.A. Herman and Jong-Her Shen, Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously-distributed data, Statistics in Medicine 17(9) (1998), 1033-1053.
52. G.J. McLachlan, Discriminant Analysis and Statistical Pattern Recognition, John Wiley & Sons, Inc., New York, 1992.
53. John Shawe-Taylor and Nello Cristianini, Support Vector Machines and other kernel-based learning methods, Cambridge University Press, New York, 2000.