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Volumn 40, Issue 9, 2013, Pages

3D prostate histology reconstruction: An evaluation of image-based and fiducial-based algorithms

Author keywords

histology reconstruction; image registration; imaging validation; magnetic resonance imaging; mutual information; prostate cancer

Indexed keywords

AFFINE TRANSFORMS; COMPUTERIZED TOMOGRAPHY; DISEASES; ERRORS; HISTOLOGY; IMAGE REGISTRATION; MAGNETIC RESONANCE IMAGING; UROLOGY;

EID: 84883822595     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.4816946     Document Type: Article
Times cited : (15)

References (58)
  • 1
    • 67049159514 scopus 로고    scopus 로고
    • Challenges in clinical prostate cancer: Role of imaging
    • 10.2214/AJR.09.2579
    • G. J. Kelloff, P. Choyke, and D. S. Coffey, " Challenges in clinical prostate cancer: Role of imaging.," Am. J. Roentgenol. 192, 1455-1470 (2009). 10.2214/AJR.09.2579
    • (2009) Am. J. Roentgenol. , vol.192 , pp. 1455-1470
    • Kelloff, G.J.1    Choyke, P.2    Coffey, D.S.3
  • 2
    • 79955606529 scopus 로고    scopus 로고
    • Advances in magnetic resonance imaging: How they are changing the management of prostate cancer
    • 10.1016/j.eururo.2011.02.034
    • A. Sciarra, J. Barentsz, A. Bjartell, J. Eastham, H. Hricak, V. Panebianco, and J. A. Witjes, " Advances in magnetic resonance imaging: How they are changing the management of prostate cancer.," Eur. Urol. 59, 962-977 (2011). 10.1016/j.eururo.2011.02.034
    • (2011) Eur. Urol. , vol.59 , pp. 962-977
    • Sciarra, A.1    Barentsz, J.2    Bjartell, A.3    Eastham, J.4    Hricak, H.5    Panebianco, V.6    Witjes, J.A.7
  • 4
    • 79956325077 scopus 로고    scopus 로고
    • Diffusion-weighted endorectal MR imaging at 3 T for prostate cancer: Tumor detection and assessment of aggressiveness
    • 10.1148/radiol.11102066
    • H. A. Vargas, O. Akin, T. Franiel, Y. Mazaheri, J. Zheng, C. Moskowitz, K. Udo, J. Eastham, and H. Hricak, " Diffusion-weighted endorectal MR imaging at 3 T for prostate cancer: Tumor detection and assessment of aggressiveness.," Radiology 259, 775-784 (2011). 10.1148/radiol.11102066
    • (2011) Radiology , vol.259 , pp. 775-784
    • Vargas, H.A.1    Akin, O.2    Franiel, T.3    Mazaheri, Y.4    Zheng, J.5    Moskowitz, C.6    Udo, K.7    Eastham, J.8    Hricak, H.9
  • 5
    • 79952348814 scopus 로고    scopus 로고
    • Is apparent diffusion coefficient associated with clinical risk scores for prostate cancers that are visible on 3-T MR images
    • 10.1148/radiol.10100667
    • B. Turkbey, " Is apparent diffusion coefficient associated with clinical risk scores for prostate cancers that are visible on 3-T MR images," Radiology 258, 488-495 (2011). 10.1148/radiol.10100667
    • (2011) Radiology , vol.258 , pp. 488-495
    • Turkbey, B.1
  • 9
    • 35348828533 scopus 로고    scopus 로고
    • Dynamic contrast-enhanced MRI of prostate cancer at 3 T: A study of pharmacokinetic parameters
    • 10.2214/AJR.06.1329
    • I. Ocak, M. Bernardo, G. Metzger, T. Barrett, P. Pinto, P. S. Albert, and P. L. Choyke, " Dynamic contrast-enhanced MRI of prostate cancer at 3 T: A study of pharmacokinetic parameters.," Am. J. Roentgenol 189, W192-W201 (2007). 10.2214/AJR.06.1329
    • (2007) Am. J. Roentgenol , vol.189
    • Ocak, I.1    Bernardo, M.2    Metzger, G.3    Barrett, T.4    Pinto, P.5    Albert, P.S.6    Choyke, P.L.7
  • 10
    • 35548936447 scopus 로고    scopus 로고
    • Fused radioimmunoscintigraphy for treatment planning
    • R. J. Ellis and D. A. Kaminsky, " Fused radioimmunoscintigraphy for treatment planning.," Rev. Urol. 8 (Suppl.), S11-S19 (2006).
    • (2006) Rev. Urol. , vol.8 , Issue.SUPPL.
    • Ellis, R.J.1    Kaminsky, D.A.2
  • 11
    • 84874820819 scopus 로고    scopus 로고
    • First-in-man evaluation of 2 high-affinity PSMA-avid small molecules for imaging prostate cancer
    • 10.2967/jnumed.112.111203
    • J. A. Barrett, " First-in-man evaluation of 2 high-affinity PSMA-avid small molecules for imaging prostate cancer.," J. Nucl. Med. 54, 380-387 (2013). 10.2967/jnumed.112.111203
    • (2013) J. Nucl. Med. , vol.54 , pp. 380-387
    • Barrett, J.A.1
  • 13
    • 75149183221 scopus 로고    scopus 로고
    • Choline PET for monitoring early tumor response to photodynamic therapy
    • 10.2967/jnumed.109.067579
    • B. Fei, H. Wang, C. Wu, and S.-M. Chiu, " Choline PET for monitoring early tumor response to photodynamic therapy.," J. Nucl. Med. 51, 130-138 (2010). 10.2967/jnumed.109.067579
    • (2010) J. Nucl. Med. , vol.51 , pp. 130-138
    • Fei, B.1    Wang, H.2    Wu, C.3    Chiu, S.-M.4
  • 14
    • 77950129118 scopus 로고    scopus 로고
    • 18F choline PET/CT in the preoperative staging of prostate cancer in patients with intermediate or high risk of extracapsular disease: A prospective study of 130 patients
    • 10.1148/radiol.09090413
    • M. Beheshti, L. Imamovic, G. Broinger, R. Vali, P. Waldenberger, F. Stoiber, M. Nader, B. Gruy, G. Janetschek, and W. Langsteger, " 18F choline PET/CT in the preoperative staging of prostate cancer in patients with intermediate or high risk of extracapsular disease: A prospective study of 130 patients.," Radiology 254, 925-933 (2010). 10.1148/radiol.09090413
    • (2010) Radiology , vol.254 , pp. 925-933
    • Beheshti, M.1    Imamovic, L.2    Broinger, G.3    Vali, R.4    Waldenberger, P.5    Stoiber, F.6    Nader, M.7    Gruy, B.8    Janetschek, G.9    Langsteger, W.10
  • 15
    • 10344224054 scopus 로고    scopus 로고
    • Prostate cancer localization with 18fluorine fluorocholine positron emission tomography
    • 10.1097/01.ju.0000142099.80156.85
    • S. A. Kwee, " Prostate cancer localization with 18fluorine fluorocholine positron emission tomography.," J. Urology 173, 252-255 (2005). 10.1097/01.ju.0000142099.80156.85
    • (2005) J. Urology , vol.173 , pp. 252-255
    • Kwee, S.A.1
  • 16
    • 0035152169 scopus 로고    scopus 로고
    • Reconstructing a 3D structure from serial histological sections
    • 10.1016/S0262-8856(00)00052-4
    • S. Ourselin, A. Roche, G. Subsol, X. Pennec, and N. Ayache, " Reconstructing a 3D structure from serial histological sections.," Image Vision Comput. 19, 25-31 (2001). 10.1016/S0262-8856(00)00052-4
    • (2001) Image Vision Comput. , vol.19 , pp. 25-31
    • Ourselin, S.1    Roche, A.2    Subsol, G.3    Pennec, X.4    Ayache, N.5
  • 17
    • 20344377958 scopus 로고    scopus 로고
    • Improved correlation of histological data with DCE MRI parameter maps by 3D reconstruction, reslicing and parameterization of the histological images
    • 10.1007/s00330-005-2701-5
    • F. Kiessling, M. Le-Huu, T. Kunert, M. Thorn, S. Vosseler, K. Schmidt, J. Hoffend, H. P. Meinzer, N. E. Fusenig, and W. Semmler, " Improved correlation of histological data with DCE MRI parameter maps by 3D reconstruction, reslicing and parameterization of the histological images.," Eur. Radiol. 15, 1079-1086 (2005). 10.1007/s00330-005-2701-5
    • (2005) Eur. Radiol. , vol.15 , pp. 1079-1086
    • Kiessling, F.1    Le-Huu, M.2    Kunert, T.3    Thorn, M.4    Vosseler, S.5    Schmidt, K.6    Hoffend, J.7    Meinzer, H.P.8    Fusenig, N.E.9    Semmler, W.10
  • 18
    • 34250666634 scopus 로고    scopus 로고
    • Three-dimensional reconstruction of stained histological slices and 3D non-linear registration with in-vivo MRI for whole baboon brain
    • 10.1016/j.jneumeth.2007.04.017
    • J. Dauguet, T. Delzescaux, F. Conde, J. F. Mangin, N. Ayache, P. Hantraye, and V. Frouin, " Three-dimensional reconstruction of stained histological slices and 3D non-linear registration with in-vivo MRI for whole baboon brain.," J. Neurosci. Methods 164, 191-204 (2007). 10.1016/j.jneumeth.2007.04.017
    • (2007) J. Neurosci. Methods , vol.164 , pp. 191-204
    • Dauguet, J.1    Delzescaux, T.2    Conde, F.3    Mangin, J.F.4    Ayache, N.5    Hantraye, P.6    Frouin, V.7
  • 19
    • 0024339424 scopus 로고
    • Deformation-corrected computer-aided 3-dimensional reconstruction of immunohistochemically stained organs - Application to the rat-heart during early organogenesis
    • 10.1002/ar.1092240313
    • A. C. Laan, W. H. Lamers, D. P. Huijsmans, A. T. Kortschot, J. Smith, J. Strackee, and J. A. Los, " Deformation-corrected computer-aided 3-dimensional reconstruction of immunohistochemically stained organs-Application to the rat-heart during early organogenesis.," Anat. Rec. 224, 443-457 (1989). 10.1002/ar.1092240313
    • (1989) Anat. Rec. , vol.224 , pp. 443-457
    • Laan, A.C.1    Lamers, W.H.2    Huijsmans, D.P.3    Kortschot, A.T.4    Smith, J.5    Strackee, J.6    Los, J.A.7
  • 20
    • 0027051034 scopus 로고
    • Computer-assisted alignment of standard serial sections without use of artificial landmarks. A practical approach to the utilization of incomplete information in 3-D reconstruction of the hippocampal region
    • 10.1016/0165-0270(92)90077-Q
    • A. Andreasen, A. M. Drewes, J. E. Assentoft, and N. E. Larsen, " Computer-assisted alignment of standard serial sections without use of artificial landmarks. A practical approach to the utilization of incomplete information in 3-D reconstruction of the hippocampal region.," J. Neurosci. Methods 45, 199-207 (1992). 10.1016/0165-0270(92)90077-Q
    • (1992) J. Neurosci. Methods , vol.45 , pp. 199-207
    • Andreasen, A.1    Drewes, A.M.2    Assentoft, J.E.3    Larsen, N.E.4
  • 21
    • 80052289997 scopus 로고    scopus 로고
    • Facilitating tumor functional assessment by spatially relating 3D tumor histology and in vivo MRI: Image registration approach
    • 10.1371/journal.pone.0022835
    • L. Alic, J. C. Haeck, K. Bol, S. Klein, S. T. van Tiel, P. A. Wielepolski, M. de Jong, W. J. Niessen, M. Bernsen, and J. F. Veenland, " Facilitating tumor functional assessment by spatially relating 3D tumor histology and in vivo MRI: Image registration approach.," PLoS ONE 6, e22835 (2011). 10.1371/journal.pone.0022835
    • (2011) PLoS ONE , vol.6 , pp. 22835
    • Alic, L.1    Haeck, J.C.2    Bol, K.3    Klein, S.4    Van Tiel, S.T.5    Wielepolski, P.A.6    De Jong, M.7    Niessen, W.J.8    Bernsen, M.9    Veenland, J.F.10
  • 22
    • 79958000183 scopus 로고    scopus 로고
    • Validation of histology image registration
    • 10.1117/12.878762
    • R. Shojaii, T. Karavardanyan, M. Yaffe, and A. L. Martel, " Validation of histology image registration.," Proc. SPIE 7962, 79621E (2011). 10.1117/12.878762
    • (2011) Proc. SPIE , vol.7962
    • Shojaii, R.1    Karavardanyan, T.2    Yaffe, M.3    Martel, A.L.4
  • 24
    • 0030810112 scopus 로고    scopus 로고
    • Mutual information for automated unwarping of rat brain autoradiographs
    • 10.1006/nimg.1996.0251
    • B. Kim, J. L. Boes, K. A. Frey, and C. R. Meyer, " Mutual information for automated unwarping of rat brain autoradiographs.," Neuroimage 5, 31-40 (1997). 10.1006/nimg.1996.0251
    • (1997) Neuroimage , vol.5 , pp. 31-40
    • Kim, B.1    Boes, J.L.2    Frey, K.A.3    Meyer, C.R.4
  • 27
    • 77958150213 scopus 로고    scopus 로고
    • Optimum slicing of radical prostatectomy specimens for correlation between histopathology and medical images
    • 10.1007/s11548-010-0405-z
    • L. H. Chen, H. Ho, R. Lazaro, C. H. Thng, J. Yuen, W. S. Ng, and C. Cheng, " Optimum slicing of radical prostatectomy specimens for correlation between histopathology and medical images.," Int. J. Comput. Assist. Radiol. Surg. 5, 471-487 (2010). 10.1007/s11548-010-0405-z
    • (2010) Int. J. Comput. Assist. Radiol. Surg. , vol.5 , pp. 471-487
    • Chen, L.H.1    Ho, H.2    Lazaro, R.3    Thng, C.H.4    Yuen, J.5    Ng, W.S.6    Cheng, C.7
  • 28
    • 70350747576 scopus 로고    scopus 로고
    • A method for correlating in vivo prostate magnetic resonance imaging and histopathology using individualized magnetic resonance-based molds
    • 10.1063/1.3242697
    • V. Shah, T. Pohida, B. Turkbey, H. Mani, M. Merino, P. A. Pinto, P. Choyke, and M. Bernardo, " A method for correlating in vivo prostate magnetic resonance imaging and histopathology using individualized magnetic resonance-based molds.," Rev. Sci. Instrum. 80, 104301-104306 (2009). 10.1063/1.3242697
    • (2009) Rev. Sci. Instrum. , vol.80 , pp. 104301-104306
    • Shah, V.1    Pohida, T.2    Turkbey, B.3    Mani, H.4    Merino, M.5    Pinto, P.A.6    Choyke, P.7    Bernardo, M.8
  • 29
    • 84860705638 scopus 로고    scopus 로고
    • 3D reconstruction of prostate histology based on quantified tissue cutting and deformation parameters
    • 10.1117/12.912363
    • E. Gibson, J. A. Gómez, M. Moussa, C. Crukley, G. Bauman, A. Fenster, and A. D. Ward, " 3D reconstruction of prostate histology based on quantified tissue cutting and deformation parameters.," Proc. SPIE 8317, 83170N (2012). 10.1117/12.912363
    • (2012) Proc. SPIE , vol.8317
    • Gibson, E.1    Gómez, J.A.2    Moussa, M.3    Crukley, C.4    Bauman, G.5    Fenster, A.6    Ward, A.D.7
  • 30
    • 84942475860 scopus 로고
    • Pathologic and clinical findings to predict tumor extent of nonpalpable (stage T1c) prostate cancer
    • 10.1001/jama.1994.03510290050036
    • 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, J. Am. Med. Assoc. 271, 368-374 (1994). 10.1001/jama.1994.03510290050036
    • (1994) JAMA, J. Am. Med. Assoc. , vol.271 , pp. 368-374
    • Epstein, J.I.1    Walsh, P.C.2    Carmichael, M.3    Brendler, C.B.4
  • 31
    • 84879882579 scopus 로고    scopus 로고
    • The impact of registration accuracy on imaging validation study design: A novel statistical power calculation
    • 10.1016/j.media.2013.04.008
    • E. Gibson, A. Fenster, and A. D. Ward, " The impact of registration accuracy on imaging validation study design: A novel statistical power calculation.," Med. Image Anal. 17, 805-815 (2013). 10.1016/j.media.2013. 04.008
    • (2013) Med. Image Anal. , vol.17 , pp. 805-815
    • Gibson, E.1    Fenster, A.2    Ward, A.D.3
  • 32
    • 84872899910 scopus 로고    scopus 로고
    • Registration accuracy: How good is good enough A statistical power calculation incorporating image registration uncertainty
    • 10.1007/978-3-642-33418-4-79
    • E. Gibson, A. Fenster, and A. D. Ward, " Registration accuracy: How good is good enough A statistical power calculation incorporating image registration uncertainty.," Med. Image Comput. Comput. Assist. Interv. 7511, 643-650 (2012). 10.1007/978-3-642-33418-4-79
    • (2012) Med. Image Comput. Comput. Assist. Interv. , vol.7511 , pp. 643-650
    • Gibson, E.1    Fenster, A.2    Ward, A.D.3
  • 33
    • 84872579712 scopus 로고    scopus 로고
    • Robust alignment of prostate histology slices with quantified accuracy
    • 10.1109/TBME.2012.2225835
    • C. Hughes, O. Rouvière, F. Mege-Lechevallier, R. Souchon, and R. Prost, " Robust alignment of prostate histology slices with quantified accuracy.," IEEE Trans. Biomed. Eng. 60, 281-291 (2012). 10.1109/TBME.2012.2225835
    • (2012) IEEE Trans. Biomed. Eng. , vol.60 , pp. 281-291
    • Hughes, C.1    Rouvière, O.2    Mege-Lechevallier, F.3    Souchon, R.4    Prost, R.5
  • 35
    • 23844436911 scopus 로고    scopus 로고
    • Three-dimensional registration of magnetic resonance image data to histological sections with model-based evaluation
    • 10.1007/s10439-005-5778-8
    • M. Breen, R. Lazebnik, and D. Wilson, " Three-dimensional registration of magnetic resonance image data to histological sections with model-based evaluation.," Ann. Biomed. Eng. 33, 1100-1112 (2005). 10.1007/s10439-005-5778-8
    • (2005) Ann. Biomed. Eng. , vol.33 , pp. 1100-1112
    • Breen, M.1    Lazebnik, R.2    Wilson, D.3
  • 38
    • 66249118987 scopus 로고    scopus 로고
    • Magnetic resonance diffusion characteristics of histologically defined prostate cancer in humans
    • 10.1002/mrm.21896
    • J. Xu, P. A. Humphrey, A. S. Kibel, A. Z. Snyder, V. R. Narra, J. J. Ackerman, and S. K. Song, " Magnetic resonance diffusion characteristics of histologically defined prostate cancer in humans.," Magn. Reson. Med. 61, 842-850 (2009). 10.1002/mrm.21896
    • (2009) Magn. Reson. Med. , vol.61 , pp. 842-850
    • Xu, J.1    Humphrey, P.A.2    Kibel, A.S.3    Snyder, A.Z.4    Narra, V.R.5    Ackerman, J.J.6    Song, S.K.7
  • 39
    • 80055061268 scopus 로고    scopus 로고
    • Tissue block MRI for slice orientation-independent registration of digital histology images to ex vivo MRI of the prostate
    • Chicago, IL (IEEE EMBS, Piscataway, NJ), 10.1109/ISBI.2011.5872470
    • E. Gibson, C. Crukley, J. A. Gómez, M. Moussa, G. Bauman, A. Fenster, and A. D. Ward, " Tissue block MRI for slice orientation- independent registration of digital histology images to ex vivo MRI of the prostate.," Proceedings of the International Symposium on Biomedical Imaging, Chicago, IL (IEEE EMBS, Piscataway, NJ, 2011), pp. 566-569. 10.1109/ISBI.2011.5872470
    • (2011) Proceedings of the International Symposium on Biomedical Imaging , pp. 566-569
    • Gibson, E.1    Crukley, C.2    Gómez, J.A.3    Moussa, M.4    Bauman, G.5    Fenster, A.6    Ward, A.D.7
  • 40
    • 46849118059 scopus 로고    scopus 로고
    • Registration methodology for histological sections and in vivo imaging of human prostate
    • 10.1016/j.acra.2008.01.022
    • H. Park, M. R. Piert, A. Khan, R. Shah, H. Hussain, J. Siddiqui, T. L. Chenevert, and C. R. Meyer, " Registration methodology for histological sections and in vivo imaging of human prostate.," Acad. Radiol. 15, 1027-1039 (2008). 10.1016/j.acra.2008.01.022
    • (2008) Acad. Radiol. , vol.15 , pp. 1027-1039
    • Park, H.1    Piert, M.R.2    Khan, A.3    Shah, R.4    Hussain, H.5    Siddiqui, J.6    Chenevert, T.L.7    Meyer, C.R.8
  • 41
    • 84860241845 scopus 로고    scopus 로고
    • Imaging of prostate cancer: A platform for 3D co-registration of in-vivo MRI ex-vivo MRI and pathology
    • 10.1117/12.911369
    • C. Orczyk, A. Mikheev, A. Rosenkrantz, J. Melamed, S. S. Taneja, and H. Rusinek, " Imaging of prostate cancer: A platform for 3D co-registration of in-vivo MRI ex-vivo MRI and pathology.," Proc. SPIE 8316, 83162M (2012). 10.1117/12.911369
    • (2012) Proc. SPIE , vol.8316
    • Orczyk, C.1    Mikheev, A.2    Rosenkrantz, A.3    Melamed, J.4    Taneja, S.S.5    Rusinek, H.6
  • 42
    • 84862743028 scopus 로고    scopus 로고
    • Methods for registration of magnetic resonance images of ex vivo prostate specimens with histology
    • 10.1002/jmri.23614
    • S. Y. Kimm, T. V. Tarin, J. H. Lee, B. Hu, K. Jensen, D. Nishimura, and J. D. Brooks, " Methods for registration of magnetic resonance images of ex vivo prostate specimens with histology.," J. Magn. Reson. Imaging 36, 206-212 (2012). 10.1002/jmri.23614
    • (2012) J. Magn. Reson. Imaging , vol.36 , pp. 206-212
    • Kimm, S.Y.1    Tarin, T.V.2    Lee, J.H.3    Hu, B.4    Jensen, K.5    Nishimura, D.6    Brooks, J.D.7
  • 43
    • 79953658884 scopus 로고    scopus 로고
    • Elastic registration of multimodal prostate MRI and histology via multiattribute combined mutual information
    • 10.1118/1.3560879
    • J. Chappelow, B. N. Bloch, N. Rofsky, E. Genega, R. Lenkinski, W. DeWolf, and A. Madabhushi, " Elastic registration of multimodal prostate MRI and histology via multiattribute combined mutual information.," Med. Phys. 38, 2005-2018 (2011). 10.1118/1.3560879
    • (2011) Med. Phys. , vol.38 , pp. 2005-2018
    • Chappelow, J.1    Bloch, B.N.2    Rofsky, N.3    Genega, E.4    Lenkinski, R.5    Dewolf, W.6    Madabhushi, A.7
  • 44
    • 84864617076 scopus 로고    scopus 로고
    • Spatially weighted mutual information (SWMI) for registration of digitally reconstructed ex vivo whole mount histology and in vivo prostate MRI
    • 10.1109/IEMBS.2011.6091547
    • P. Patel, J. Chappelow, J. Tomaszewski, M. D. Feldman, M. Rosen, N. Shih, and A. Madabhushi, " Spatially weighted mutual information (SWMI) for registration of digitally reconstructed ex vivo whole mount histology and in vivo prostate MRI.," Proc. IEEE Eng. Med. Biol. Soc., 6269-6272 (2011). 10.1109/IEMBS.2011.6091547
    • (2011) Proc. IEEE Eng. Med. Biol. Soc. , pp. 6269-6272
    • Patel, P.1    Chappelow, J.2    Tomaszewski, J.3    Feldman, M.D.4    Rosen, M.5    Shih, N.6    Madabhushi, A.7
  • 45
    • 84878548162 scopus 로고    scopus 로고
    • Registration of whole-mount histology and tomography of the prostate using particle filtering
    • 10.1117/12.2007008
    • G. Nir and S. E. Salcudean, " Registration of whole-mount histology and tomography of the prostate using particle filtering.," Proc. SPIE 8676, 86760E (2013). 10.1117/12.2007008
    • (2013) Proc. SPIE , vol.8676
    • Nir, G.1    Salcudean, S.E.2
  • 46
    • 44349093005 scopus 로고    scopus 로고
    • Improving supervised classification accuracy using non-rigid multimodal image registration: Detecting prostate cancer
    • 10.1117/12.770703
    • J. Chappelow, S. Viswanath, J. Monaco, M. Rosen, J. Tomaszewski, M. Feldman, and A. Madabhushi, " Improving supervised classification accuracy using non-rigid multimodal image registration: Detecting prostate cancer.," Proc. SPIE 6915, 69150V (2008). 10.1117/12.770703
    • (2008) Proc. SPIE , vol.6915
    • Chappelow, J.1    Viswanath, S.2    Monaco, J.3    Rosen, M.4    Tomaszewski, J.5    Feldman, M.6    Madabhushi, A.7
  • 47
    • 84878608475 scopus 로고    scopus 로고
    • A statistical deformation model (SDM) based regularizer for non-rigid image registration: Application to registration of multimodal prostate MRI and histology
    • 10.1117/12.2008707
    • S. B. Prabu, R. Toth, and A. Madabhushi, " A statistical deformation model (SDM) based regularizer for non-rigid image registration: Application to registration of multimodal prostate MRI and histology.," Proc. SPIE 8676, 86760C (2013). 10.1117/12.2008707
    • (2013) Proc. SPIE , vol.8676
    • Prabu, S.B.1    Toth, R.2    Madabhushi, A.3
  • 49
    • 70449560654 scopus 로고    scopus 로고
    • Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework
    • Miami, FL (IEEE Computer Society, Los Alamitos, CA), 10.1109/CVPRW.2009. 5204347
    • Y. Ou, D. Shen, M. Feldman, J. Tomaszewski, and C. Davatzikos, " Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework.," Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Miami, FL, (IEEE Computer Society, Los Alamitos, CA, 2009), pp. 125-132. 10.1109/CVPRW.2009.5204347
    • (2009) Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops , pp. 125-132
    • Ou, Y.1    Shen, D.2    Feldman, M.3    Tomaszewski, J.4    Davatzikos, C.5
  • 50
    • 35349013507 scopus 로고    scopus 로고
    • Registering histologic and MR images of prostate for image-based cancer detection
    • 10.1016/j.acra.2007.07.018
    • Y. Zhan, Y. Ou, M. Feldman, J. Tomaszeweski, C. Davatzikos, and D. Shen, " Registering histologic and MR images of prostate for image-based cancer detection.," Acad. Radiol. 14, 1367-1381 (2007). 10.1016/j.acra.2007.07.018
    • (2007) Acad. Radiol. , vol.14 , pp. 1367-1381
    • Zhan, Y.1    Ou, Y.2    Feldman, M.3    Tomaszeweski, J.4    Davatzikos, C.5    Shen, D.6
  • 51
    • 36248940249 scopus 로고    scopus 로고
    • Multimodal image registration of ex vivo 4 Tesla MRI with whole mount histology for prostate cancer detection
    • 10.1117/12.710558
    • J. Chappelow, A. Madabhushi, M. Rosen, J. Tomaszeweski, and M. Feldman, " Multimodal image registration of ex vivo 4 Tesla MRI with whole mount histology for prostate cancer detection.," Proc. SPIE 6512, 65121S (2007). 10.1117/12.710558
    • (2007) Proc. SPIE , vol.6512
    • Chappelow, J.1    Madabhushi, A.2    Rosen, M.3    Tomaszeweski, J.4    Feldman, M.5
  • 53
    • 0031106962 scopus 로고    scopus 로고
    • Multimodality image registration by maximization of mutual information
    • 10.1109/42.563664
    • F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, and P. Suetens, " Multimodality image registration by maximization of mutual information.," IEEE Trans. Med. Imaging 16, 187-198 (1997). 10.1109/42.563664
    • (1997) IEEE Trans. Med. Imaging , vol.16 , pp. 187-198
    • Maes, F.1    Collignon, A.2    Vandermeulen, D.3    Marchal, G.4    Suetens, P.5
  • 54
    • 0035437717 scopus 로고    scopus 로고
    • The distribution of target registration error in rigid-body point-based registration
    • 10.1109/42.952729
    • J. M. Fitzpatrick and J. B. West, " The distribution of target registration error in rigid-body point-based registration.," IEEE Trans. Med. Imaging 20, 917-927 (2001). 10.1109/42.952729
    • (2001) IEEE Trans. Med. Imaging , vol.20 , pp. 917-927
    • Fitzpatrick, J.M.1    West, J.B.2
  • 55
    • 0026821209 scopus 로고
    • A method for registration of 3-D shapes
    • 10.1109/34.121791
    • P. J. Besl and N. D. Mckay, " A method for registration of 3-D shapes.," IEEE Trans. Pattern Anal. 14, 239-256 (1992). 10.1109/34.121791
    • (1992) IEEE Trans. Pattern Anal. , vol.14 , pp. 239-256
    • Besl, P.J.1    McKay, N.D.2
  • 56
    • 0038787489 scopus 로고    scopus 로고
    • Three-dimensional method for comparing in vivo interventional MR images of thermally ablated tissue with tissue response
    • 10.1002/jmri.10324
    • M. S. Breen, T. L. Lancaster, R. S. Lazebnik, S. G. Nour, J. S. Lewin, and D. L. Wilson, " Three-dimensional method for comparing in vivo interventional MR images of thermally ablated tissue with tissue response.," J. Magn. Reson. Imaging 18, 90-102 (2003). 10.1002/jmri.10324
    • (2003) J. Magn. Reson. Imaging , vol.18 , pp. 90-102
    • Breen, M.S.1    Lancaster, T.L.2    Lazebnik, R.S.3    Nour, S.G.4    Lewin, J.S.5    Wilson, D.L.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.