20.13.1 Medical Applications -- Prostate Cancer Analysis

Pathak, S.D., Haynor, D.R., Kim, Y.,
Edge-guided boundary delineation in prostate ultrasound images,
MedImg(19), No. 12, December 2000, pp. 1211-1219.
IEEE Top Reference. 0110
BibRef

Shen, D.G.[Ding-Gang], Zhan, Y.Q.A.[Yi-Qi-Ang], Davatzikos, C.[Christos],
Segmentation of prostate boundaries from ultrasound images using statistical shape model,
MedImg(22), No. 4, April 2003, pp. 539-551.
IEEE Abstract. 0306
BibRef

Zhan, Y.Q.A.[Yi-Qi-Ang], Shen, D.G.[Ding-Gang],
Deformable segmentation of 3-D ultrasound prostate images using statistical texture matching method,
MedImg(25), No. 3, March 2006, pp. 256-272.
IEEE DOI Link 0604
BibRef

Fei, B.W.[Bao-Wei], Duerk, J.L., Boll, D.T., Lewin, J.S., Wilson, D.L.,
Slice-to-Volume Registration and Its Potential Application to Interventional MRI-Guided Radio-Frequency Thermal Ablation of Prostate Cancer,
MedImg(22), No. 4, April 2003, pp. 515-525.
IEEE Abstract. 0306
BibRef

Gong, L., Pathak, S.D., Haynor, D.R., Cho, P.S., Kim, Y.,
Parametric Shape Modeling Using Deformable Superellipses for Prostate Segmentation,
MedImg(23), No. 3, March 2004, pp. 340-349.
IEEE Abstract. 0403
BibRef

Madabhushi, A., Feldman, M.D., Metaxas, D.N., Tomaszeweski, J., Chute, D.,
Automated detection of prostatic adenocarcinoma from high-resolution ex vivo MRI,
MedImg(24), No. 12, December 2005, pp. 1611-1625.
IEEE DOI Link 0601
BibRef

Madabhushi, A.[Anant], Shi, J.B.[Jian-Bo], Feldman, M.D.[Michael D.], Rosen, M.[Mark], Tomaszewski, J.[John],
Comparing Ensembles of Learners: Detecting Prostate Cancer from High Resolution MRI,
CVAMIA06(25-36).
Springer DOI Link 0605
BibRef

Tahir, M.A.[Muhammad Atif], Bouridane, A.[Ahmed], Kurugollu, F.[Fatih], Amira, A.[Abbes],
A Novel Prostate Cancer Classification Technique Using Intermediate Memory Tabu Search,
JASP(2005), No. 14, 2005, pp. 2241-2249.
WWW Version. 0603
BibRef
Earlier:
Feature selection using tabu search for improving the classification rate of prostate needle biopsies,
ICPR04(II: 335-338).
IEEE DOI Link 0409
BibRef

Tahir, M.A.[Muhammad Atif], Bouridane, A.[Ahmed], Kurugollu, F.[Fatih],
Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier,
PRL(28), No. 4, 1 March 2007, pp. 438-446.
WWW Version. 0701
Tabu Search; K-NN classifier; Feature selection; Feature weighting; Prostate cancer diagnosis BibRef

Egorov, V., Ayrapetyan, S., Sarvazyan, A.P.,
Prostate Mechanical Imaging: 3-D Image Composition and Feature Calculations,
MedImg(25), No. 10, October 2006, pp. 1329-1340.
IEEE DOI Link 0609
See also Mechanical Imaging of the Breast. BibRef

Tutar, I.B., Pathak, S.D., Gong, L., Cho, P.S., Wallner, K., Kim, Y.,
Semiautomatic 3-D Prostate Segmentation from TRUS Images Using Spherical Harmonics,
MedImg(25), No. 12, December 2006, pp. 1645-1654.
IEEE DOI Link 0701
BibRef

Rieke, V., Kinsey, A.M., Ross, A.B., Nau, W.H., Diederich, C.J., Sommer, G., Pauly, K.B.,
Referenceless MR Thermometry for Monitoring Thermal Ablation in the Prostate,
MedImg(26), No. 6, June 2007, pp. 813-821.
IEEE DOI Link 0706
BibRef

Zhan, Y., Shen, D., Zeng, J., Sun, L., Fichtinger, G., Moul, J., Davatzikos, C.,
Targeted Prostate Biopsy Using Statistical Image Analysis,
MedImg(26), No. 6, June 2007, pp. 779-788.
IEEE DOI Link 0706
BibRef

Lee, J., Liu, X., Jain, A.K., Song, D.Y., Burdette, E.C., Prince, J.L., Fichtinger, G.,
Prostate Brachytherapy Seed Reconstruction With Gaussian Blurring and Optimal Coverage Cost,
MedImg(28), No. 12, December 2009, pp. 1955-1968.
IEEE DOI Link 0912
See also Ultrasound Elastography: A Dynamic Programming Approach. BibRef

Lee, J., Labat, C., Jain, A.K., Song, D.Y., Burdette, E.C., Fichtinger, G., Prince, J.L.,
REDMAPS: Reduced-Dimensionality Matching for Prostate Brachytherapy Seed Reconstruction,
MedImg(30), No. 1, January 2011, pp. 38-51.
IEEE DOI Link 1101
BibRef

Betrouni, N., Vermandel, M., Pasquier, D., Rousseau, J.,
Ultrasound image guided patient setup for prostate cancer conformal radiotherapy,
PRL(28), No. 13, 1 October 2007, pp. 1808-1817.
WWW Version. 0709
Ultrasound imaging; Prostate model; Segmentation; Optical stereolocalization; Conformal radiotherapy; Registration BibRef

Tabesh, A., Teverovskiy, M., Pang, H.Y., Kumar, V.P., Verbel, D., Kotsianti, A., Saidi, O.,
Multifeature Prostate Cancer Diagnosis and Gleason Grading of Histological Images,
MedImg(26), No. 10, October 2007, pp. 1366-1378.
IEEE DOI Link 0711
BibRef

Crouch, J.R., Pizer, S.M., Chaney, E.L., Hu, Y.C., Mageras, G.S., Zaider, M.,
Automated Finite-Element Analysis for Deformable Registration of Prostate Images,
MedImg(26), No. 10, October 2007, pp. 1379-1390.
IEEE DOI Link 0711
BibRef

Mohamed, S.S., Salama, M.M.A.,
Prostate Cancer Spectral Multifeature Analysis Using TRUS Images,
MedImg(27), No. 4, April 2008, pp. 548-556.
IEEE DOI Link 0804
BibRef

Mohamed, S.S., Youssef, A.M., El-Saadany, E.F., Salama, M.M.A.,
Prostate Tissue Characterization Using TRUS Image Spectral Features,
ICIAR06(II: 589-601).
Springer DOI Link 0610
BibRef
Earlier:
Artificial Life Feature Selection Techniques for Prostrate Cancer Diagnosis Using TRUS Images,
ICIAR05(903-913).
Springer DOI Link 0509
BibRef

Li, B.[Bing], Acton, S.T.[Scott T.],
Automatic Active Model Initialization via Poisson Inverse Gradient,
IP(17), No. 8, August 2008, pp. 1406-1420.
IEEE DOI Link 0808
BibRef

Li, B.[Bing], Patil, A.V.[Abhay V.], Hossack, J.A.[John A.], Acton, S.T.[Scott T.],
3D Segmentation of the Prostate via Poisson Inverse Gradient Initialization,
ICIP07(V: 25-28).
IEEE DOI Link 0709
BibRef

Shao, F.[Fan], Ling, K.V.[Keck Voon], Ng, W.S.[Wan Sing],
Automatic 3d Prostate Surface Detection From Trus With Level Sets,
IJIG(4), No. 3, July 2004, pp. 385-403. 0407
BibRef

Liu, X.[Xin], Langer, D.L., Haider, M.A., Yang, Y., Wernick, M.N.[Miles N.], Yetik, I.S.[Imam Samil],
Prostate Cancer Segmentation With Simultaneous Estimation of Markov Random Field Parameters and Class,
MedImg(28), No. 6, June 2009, pp. 906-915.
IEEE DOI Link 0906
Markov Random Field. BibRef

Liu, X.[Xin], Yetik, I.S.[Imam Samil],
A Maximum Likelihood Classification method for image segmentation considering subject variability,
Southwest10(125-128).
IEEE DOI Link 1005
BibRef

Liu, X.[Xin], Yetik, I.S.[Imam Samil], Wernick, M.N.[Miles N.],
Simultaneous estimation of the Markov random field parameters and the classes for image segmentation,
ICIP08(3048-3051).
IEEE DOI Link 0810
BibRef

Huang, P.W., Lee, C.H.,
Automatic Classification for Pathological Prostate Images Based on Fractal Analysis,
MedImg(28), No. 7, July 2009, pp. 1037-1050.
IEEE DOI Link 0906
BibRef

Maggio, S., Palladini, A., Marchi, L.D., Alessandrini, M., Speciale, N., Masetti, G.,
Predictive Deconvolution and Hybrid Feature Selection for Computer-Aided Detection of Prostate Cancer,
MedImg(29), No. 2, February 2010, pp. 455-464.
IEEE DOI Link 1002
BibRef

Artan, Y., Haider, M.A., Langer, D.L., van der Kwast, T.H., Evans, A.J., Yang, Y., Wernick, M.N., Trachtenberg, J., Yetik, I.S.,
Prostate Cancer Localization With Multispectral MRI Using Cost-Sensitive Support Vector Machines and Conditional Random Fields,
IP(19), No. 9, September 2010, pp. 2444-2455.
IEEE DOI Link 1008
BibRef

Gao, Y., Sandhu, R., Fichtinger, G., Tannenbaum, A.R.,
A Coupled Global Registration and Segmentation Framework With Application to Magnetic Resonance Prostate Imagery,
MedImg(29), No. 10, October 2010, pp. 1781-1794.
IEEE DOI Link 1011
BibRef

Garnier, C., Bellanger, J.J., Wu, K., Shu, H., Costet, N., Mathieu, R., de Crevoisier, R., Coatrieux, J.L.,
Prostate Segmentation in HIFU Therapy,
MedImg(30), No. 3, March 2011, pp. 792-803.
IEEE DOI Link 1103
BibRef

Kuenen, M.P.J., Mischi, M., Wijkstra, H.,
Contrast-Ultrasound Diffusion Imaging for Localization of Prostate Cancer,
MedImg(30), No. 8, August 2011, pp. 1493-1502.
IEEE DOI Link 1108
BibRef

Bouatmane, S.[Sabrina], Roula, M.A.[Mohamed Ali], Bouridane, A.[Ahmed], Al-Maadeed, S.[Somaya],
Round-Robin sequential forward selection algorithm for prostate cancer classification and diagnosis using multispectral imagery,
MVA(22), No. 5, September 2011, pp. 865-878.
WWW Version. 1108
BibRef

Hu, Y., Carter, T.J., Ahmed, H.U., Emberton, M., Allen, C., Hawkes, D.J., Barratt, D.C.,
Modelling Prostate Motion for Data Fusion During Image-Guided Interventions,
MedImg(30), No. 11, November 2011, pp. 1887-1900.
IEEE DOI Link 1111
BibRef

Mitra, J.[Jhimli], Oliver, A.[Arnau], Marti, R.[Robert], Llado, X.[Xavier], Vilanova, J.C.[Joan C.], Meriaudeau, F.[Fabrice],
Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences,
DICTA10(587-592).
IEEE DOI Link 1012
BibRef

Lu, C.[Chao], Chelikani, S.[Sudhakar], Papademetris, X.[Xenophon], Staib, L.[Lawrence], Duncan, J.S.[James S.],
Constrained non-rigid registration using Lagrange multipliers for application in prostate radiotherapy,
MMBIA10(133-138).
IEEE DOI Link 1006
BibRef

Xia, T.[Tian], Yu, Y.Z.[Yi-Zhou], Hua, J.[Jing],
Automatic detection of malignant prostatic gland units in cross-sectional microscopic images,
ICIP10(1057-1060).
IEEE DOI Link 1009
BibRef

Nguyen, K.[Kien], Jain, A.K.[Anil K.], Allen, R.L.[Ronald L.],
Automated Gland Segmentation and Classification for Gleason Grading of Prostate Tissue Images,
ICPR10(1497-1500).
IEEE DOI Link 1008
BibRef

Zaboli, S.[Shiva], Tabibiazar, A.[Arash], Fieguth, P.W.[Paul W.],
Organ Recognition Using Gabor Filters,
CRV10(94-100).
IEEE DOI Link 1005
E.g. prostate tissue using techniques similar to iris recognition. BibRef

Ou, Y.M.[Yang-Ming], Shen, D.G.[Ding-Gang], Feldman, M.[Michael], Tomaszewski, J.[John], Davatzikos, C.[Christos],
Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework,
MMBIA09(125-132).
IEEE DOI Link 0906
BibRef

Arif, M.[Muhammad], Rajpoot, N.[Nasir],
Classification of potential nuclei in prostate histology images using shape manifold learning,
ICMV07(113-118).
IEEE DOI Link 0712
BibRef

Jendoubi, A., Zeng, J.C.[Jian-Chao], Chouikha, M.F.,
Top-down approach to segmentation of prostate boundaries in ultrasound images,
AIPR04(145-149).
IEEE DOI Link 0410
BibRef

Zaim, A.[Amjad],
FSM: A new finite sphere method for modeling 3D geometry of the prostate,
ICIP08(2956-2959).
IEEE DOI Link 0810
BibRef

Zouqi, M.[Mehrnaz], Samarabandu, J.[Jagath],
Prostate Segmentation from 2-D Ultrasound Images Using Graph Cuts and Domain Knowledge,
CRV08(359-362).
IEEE DOI Link 0805
BibRef

Hui, E.K.T.[Eric K.T.], Mohamed, S.S., Salama, M.M.A., Fenster, A.,
Prostate TRUS Image Region-Based Feature Extraction and Evaluation,
ICIAR09(759-771).
Springer DOI Link 0907
BibRef

Hui, E.K.T.[Eric K.T.], Mohamed, S.S., Salama, M.M.A., Rizkalla, K.,
Region-Based Feature Extraction Using TRUS Images,
Southwest08(205-208).
IEEE DOI Link 0803
BibRef

Li, J., Mohamed, S.S., Salama, M.M.A., Freeman, G.H.,
Prostate Tissue Texture Feature Extraction for Cancer Recognition in TRUS Images Using Wavelet Decomposition,
ICIAR07(993-1004).
Springer DOI Link 0708
BibRef

Mohamed, S.S., Salama, M.M.A., Kamel, M., Rizkalla, K.,
Region of Interest Based Prostate Tissue Characterization Using Least Square Support Vector Machine LS-SVM,
ICIAR04(II: 51-58).
WWW Version. 0409
BibRef

Bougioukos, P.[Panagiotis], Cavouras, D.[Dionisis], Daskalakis, A.[Antonis], Kalatzis, I.[Ioannis], Kostopoulos, S.[Spiros], Georgiadis, P.[Pantelis], Nikiforidis, G.[George], Bezerianos, A.[Anastasios],
Biomarker Selection System, Employing an Iterative Peak Selection Method, for Identifying Biomarkers Related to Prostate Cancer,
CAIP07(197-204).
Springer DOI Link 0708
BibRef

Rodríguez-Vila, B.[Borja], Pettersson, J.[Johanna], Borga, M.[Magnus], García-Vicente, F.[Feliciano], Gómez, E.J.[Enrique J.], Knutsson, H.[Hans],
3D Deformable Registration for Monitoring Radiotherapy Treatment in Prostate Cancer,
SCIA07(750-759).
Springer DOI Link 0706
BibRef

Rahnamayan, S., Tizhoosh, H.R., Salama, M.M.A.,
Automated Snake Initialization for the Segmentation of the Prostate in Ultrasound Images,
ICIAR05(930-937).
Springer DOI Link 0509
BibRef

Zaim, A.[Amjad],
Automatic Segmentation of the Prostate from Ultrasound Data Using Feature-Based Self Organizing Map,
SCIA05(1259-1265).
Springer DOI Link 0506
BibRef

Cosío, F.A.[Fernando Arámbula],
Robust Fitting of a Point Distribution Model of the Prostate Using Genetic Algorithms,
ICIAR04(II: 76-83).
WWW Version. 0409
BibRef

Rousson, M.[Mikael], Khamene, A.[Ali], Diallo, M.[Mamadou], Celi, J.C.[Juan Carlos], Sauer, F.[Frank],
Constrained Surface Evolutions for Prostate and Bladder Segmentation in CT Images,
CVBIA05(251-260).
Springer DOI Link 0601
BibRef

Sahba, F., Tizhoosh, H.R., Salama, M.M.A.,
Segmentation of Prostate Boundaries Using Regional Contrast Enhancement,
ICIP05(II: 1266-1269).
IEEE DOI Link 0512
BibRef

Yu, Y., Acton, S.T., Thornton, K.,
Detection of Radioactive Seeds in Ultrasound Images of the Prostate,
ICIP01(II: 319-322).
IEEE Abstract. 0108
BibRef

Pouliot, S., Zaccarin, A., Laurendeau, D., Pouliot, J.,
Automatic Detection of Three Radio-opaque Markers for Prostate Targeting Using Epid During External Radiation Therapy,
ICIP01(II: 857-860).
IEEE Abstract. 0108
BibRef

Adiga, P.S.U., Chaudhuri, B.B.,
Automatic Prostate Cancer Grading System Based on 3-D Histo-pathological Images,
MVA98(xx-yy). BibRef 9800

Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Medical Applications -- Cervical Cancer Analysis .