메뉴 건너뛰기




Volumn 61, Issue 2, 2016, Pages 906-922

Use of registration-based contour propagation in texture analysis for esophageal cancer pathologic response prediction

Author keywords

contour propagation; deformable registration; esophageal cancer; PET; treatment response prediction

Indexed keywords

COMPUTERIZED TOMOGRAPHY; DEFORMATION; DISEASES; FORECASTING; PATHOLOGY; POLYETHYLENE TEREPHTHALATES; TUMORS;

EID: 84954449392     PISSN: 00319155     EISSN: 13616560     Source Type: Journal    
DOI: 10.1088/0031-9155/61/2/906     Document Type: Article
Times cited : (43)

References (74)
  • 1
    • 84901946941 scopus 로고    scopus 로고
    • Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
    • Aerts H J W L et al 2014 Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach Nat. Commun. 5 4006
    • (2014) Nat. Commun. , vol.5 , pp. 4006
    • Aerts, H.J.W.L.1
  • 2
    • 78149274386 scopus 로고    scopus 로고
    • Simple food group diversity indicators predict micronutrient adequacy of women's diets in 5 diverse, resource-poor settings
    • Arimond M et al 2010 Simple food group diversity indicators predict micronutrient adequacy of women's diets in 5 diverse, resource-poor settings J. Nutrition 140 2059S-69S
    • (2010) J. Nutrition , vol.140 , pp. 2059S-2069S
    • Arimond, M.1
  • 3
    • 49549139345 scopus 로고
    • The area above the ordinal dominance graph and the area below the receiver operating characteristic graph
    • 387-415
    • Bamber D 1975 The area above the ordinal dominance graph and the area below the receiver operating characteristic graph Math. Psychol. 12 387-415
    • (1975) Math. Psychol. , vol.12 , pp. 387-415
    • Bamber, D.1
  • 5
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • 289-300
    • Benjamini Y and Hochberg Y 1995 Controlling the false discovery rate: a practical and powerful approach to multiple testing J. R. Stat. Soc. B 57 289-300
    • (1995) J. R. Stat. Soc. , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 6
    • 84899896340 scopus 로고    scopus 로고
    • Spatiotemporal stability of Cu-ATSM and FLT positron emission tomography distributions during radiation therapy
    • 399-405
    • Bradshaw T J, Yip S, Jallow N, Forrest L J and Jeraj R 2014 Spatiotemporal stability of Cu-ATSM and FLT positron emission tomography distributions during radiation therapy Int. J. Radiat. Oncol. Biol. Phys. 89 399-405
    • (2014) Int. J. Radiat. Oncol. Biol. Phys. , vol.89 , pp. 399-405
    • Bradshaw, T.J.1    Yip, S.2    Jallow, N.3    Forrest, L.J.4    Jeraj, R.5
  • 7
    • 84894815316 scopus 로고    scopus 로고
    • The effect of small tumor volumes on studies of intratumoral heterogeneity of tracer uptake
    • 37-42
    • Brooks F J and Grigsby P W 2014 The effect of small tumor volumes on studies of intratumoral heterogeneity of tracer uptake J. Nucl. Med. 55 37-42
    • (2014) J. Nucl. Med. , vol.55 , pp. 37-42
    • Brooks, F.J.1    Grigsby, P.W.2
  • 8
    • 53049093441 scopus 로고    scopus 로고
    • Comparison of 12 deformable registration strategies in adaptive radiation therapy for the treatment of head and neck tumors
    • 1-12
    • Castadot P, Lee J A, Parraga A, Geets X, Macq B and Grégoire V 2008 Comparison of 12 deformable registration strategies in adaptive radiation therapy for the treatment of head and neck tumors Radiother. Oncol. 89 1-12
    • (2008) Radiother. Oncol. , vol.89 , pp. 1-12
    • Castadot, P.1    Lee, J.A.2    Parraga, A.3    Geets, X.4    Macq, B.5    Grégoire, V.6
  • 13
    • 80054957568 scopus 로고    scopus 로고
    • Medical image registration using evolutionary computation: An experimental survey
    • 26-42
    • Damas S, Cordon O and Santamari J 2011 Medical image registration using evolutionary computation: an experimental survey IEEE Comput. Intell. Mag. 6 26-42
    • (2011) IEEE Comput. Intell. Mag. , vol.6 , pp. 26-42
    • Damas, S.1    Cordon, O.2    Santamari, J.3
  • 16
    • 84930473762 scopus 로고    scopus 로고
    • Intra-tumour 18F-FDG uptake heterogeneity decreases the reliability on target volume definition with positron emission tomography/computed tomography imaging
    • 338-45
    • Dong X, Wu P, Sun X, Li W, Wan H, Yu J and Xing L 2015 Intra-tumour 18F-FDG uptake heterogeneity decreases the reliability on target volume definition with positron emission tomography/computed tomography imaging J. Med. Imag. Radiat. Oncol. 59 338-45
    • (2015) J. Med. Imag. Radiat. Oncol. , vol.59 , pp. 338-345
    • Dong, X.1    Wu, P.2    Sun, X.3    Li, W.4    Wan, H.5    Yu, J.6    Xing, L.7
  • 20
    • 84897539994 scopus 로고    scopus 로고
    • Development and evaluation of an open-source software package CGITA; For quantifying tumor heterogeneity with molecular images
    • 2014 9
    • Fang Y-H D, Lin C-Y, Shih M-J, Wang H-M, Ho T-Y, Liao C-T and Yen T-C 2014 Development and evaluation of an open-source software package CGITA; for quantifying tumor heterogeneity with molecular images BioMed Res. Int. 2014 9
    • (2014) BioMed Res. Int. , vol.2014 , pp. 1
    • Fang, Y.-H.D.1    Lin, C.-Y.2    Shih, M.-J.3    Wang, H.-M.4    Ho, T.-Y.5    Liao, C.-T.6    Yen, T.-C.7
  • 21
    • 84875211731 scopus 로고    scopus 로고
    • Cancer heterogeneity: Implications for targeted therapeutics
    • 479-85
    • Fisher R, Pusztai L and Swanton C 2013 Cancer heterogeneity: implications for targeted therapeutics Br. J. Cancer 108 479-85
    • (2013) Br. J. Cancer , vol.108 , pp. 479-485
    • Fisher, R.1    Pusztai, L.2    Swanton, C.3
  • 22
    • 0001416258 scopus 로고
    • Texture analysis using gray level run lengths
    • 172-9
    • Galloway M M 1975 Texture analysis using gray level run lengths Comput. Graph. Image Process. 4 172-9
    • (1975) Comput. Graph. Image Process. , vol.4 , pp. 172-179
    • Galloway, M.M.1
  • 23
    • 28744458859 scopus 로고    scopus 로고
    • Bioconductor: Open software development for computational biology and bioinformatics
    • Gentleman R C et al 2004 Bioconductor: open software development for computational biology and bioinformatics Genome Biol. 5 R80
    • (2004) Genome Biol. , vol.5 , pp. R80
    • Gentleman, R.C.1
  • 24
    • 84863393080 scopus 로고    scopus 로고
    • Intratumor heterogeneity and branched evolution revealed by multiregion sequencing
    • 883-92
    • Gerlinger M et al 2012 Intratumor heterogeneity and branched evolution revealed by multiregion sequencing New England J. Med. 366 883-92
    • (2012) New England J. Med. , vol.366 , pp. 883-892
    • Gerlinger, M.1
  • 25
    • 79960532075 scopus 로고    scopus 로고
    • Deformable medical image registration: Setting the state of the art with discrete methods
    • 219-44
    • Glocker B, Sotiras A, Komodakis N and Paragios N 2011 Deformable medical image registration: setting the state of the art with discrete methods Annu. Rev. Biomed. Eng. 13 219-44
    • (2011) Annu. Rev. Biomed. Eng. , vol.13 , pp. 219-244
    • Glocker, B.1    Sotiras, A.2    Komodakis, N.3    Paragios, N.4
  • 26
    • 84863087641 scopus 로고    scopus 로고
    • Radiotherapy for head and neck tumours in 2012 and beyond: Conformal, tailored, and adaptive?
    • Radiotherapy for head and neck tumours in 2012 and beyond: conformal, tailored, and adaptive? e292-300
    • Grégoire V, Jeraj R, Lee J A and O'Sullivan B 2012 Radiotherapy for head and neck tumours in 2012 and beyond: conformal, tailored, and adaptive? Lancet Oncol. 13 e292-300
    • (2012) Lancet Oncol. , vol.13 , pp. e292-e300
    • Grégoire, V.1    Jeraj, R.2    Lee, J.A.3    O'Sullivan, B.4
  • 27
    • 0020524559 scopus 로고
    • A method of comparing the areas under receiver operating characteristic curves derived from the same cases
    • 839-43
    • Hanley J A and McNeil B J 1983 A method of comparing the areas under receiver operating characteristic curves derived from the same cases Radiology 148 839-43
    • (1983) Radiology , vol.148 , pp. 839-843
    • Hanley, J.A.1    McNeil, B.J.2
  • 30
    • 80455132144 scopus 로고    scopus 로고
    • Impact of tumor size and tracer uptake heterogeneity in 18F-FDG PET and CT non-small cell lung cancer tumor delineation
    • 1690-7
    • Hatt M, Cheze-le Rest C, van Baardwijk A, Lambin P, Pradier O and Visvikis D 2011 Impact of tumor size and tracer uptake heterogeneity in 18F-FDG PET and CT non-small cell lung cancer tumor delineation J. Nucl. Med. 52 1690-7
    • (2011) J. Nucl. Med. , vol.52 , pp. 1690-1697
    • Hatt, M.1    Cheze-Le Rest, C.2    Van Baardwijk, A.3    Lambin, P.4    Pradier, O.5    Visvikis, D.6
  • 31
    • 84920454196 scopus 로고    scopus 로고
    • 18F-FDG PET uptake characterization through texture analysis: Investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort
    • 38-44
    • Hatt M et al 2015 18F-FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort J. Nucl. Med. 56 38-44
    • (2015) J. Nucl. Med. , vol.56 , pp. 38-44
    • Hatt, M.1
  • 32
    • 84885428106 scopus 로고    scopus 로고
    • Robustness of intratumour 18F-FDG PET uptake heterogeneity quantification for therapy response prediction in oesophageal carcinoma
    • 1662-71
    • Hatt M, Tixier F, Cheze Le Rest C, Pradier O and Visvikis D 2013 Robustness of intratumour 18F-FDG PET uptake heterogeneity quantification for therapy response prediction in oesophageal carcinoma Eur. J. Nucl. Med. Mol. Imag. 40 1662-71
    • (2013) Eur. J. Nucl. Med. Mol. Imag. , vol.40 , pp. 1662-1671
    • Hatt, M.1    Tixier, F.2    Cheze Le Rest, C.3    Pradier, O.4    Visvikis, D.5
  • 34
    • 34547824418 scopus 로고    scopus 로고
    • 2-Deoxy-2-[18F]fluoro-D-glucose uptake and correlation to intratumoral heterogeneity
    • 2-Deoxy-2-[18F]fluoro-D-glucose uptake and correlation to intratumoral heterogeneity 2155-9
    • Henriksson E, Kjellen E, Wahlberg P, Ohlsson T, Wennerberg J and Brun E 2007 2-Deoxy-2-[18F]fluoro-D-glucose uptake and correlation to intratumoral heterogeneity Anticancer Res. 27 2155-9
    • (2007) Anticancer Res. , vol.27 , pp. 2155-2159
    • Henriksson, E.1    Kjellen, E.2    Wahlberg, P.3    Ohlsson, T.4    Wennerberg, J.5    Brun, E.6
  • 35
  • 36
    • 84861115503 scopus 로고    scopus 로고
    • A finite element method to correct deformable image registration errors in low-contrast regions
    • Hualiang Z, Jinkoo K, Haisen L, Teamour N, Benjamin M and Indrin J C 2012 A finite element method to correct deformable image registration errors in low-contrast regions Phys. Med. Biol. 57 3499
    • (2012) Phys. Med. Biol. , vol.57 , Issue.11 , pp. 3499
    • Hualiang, Z.1    Jinkoo, K.2    Haisen, L.3    Teamour, N.4    Benjamin, M.5    Indrin, J.C.6
  • 37
    • 84872046036 scopus 로고    scopus 로고
    • The need for application-based adaptation of deformable image registration
    • Kirby N, Chuang C, Ueda U and Pouliot J 2013 The need for application-based adaptation of deformable image registration Med. Phys. 40 011702
    • (2013) Med. Phys. , vol.40
    • Kirby, N.1    Chuang, C.2    Ueda, U.3    Pouliot, J.4
  • 38
    • 84857037061 scopus 로고    scopus 로고
    • Radiomics: Extracting more information from medical images using advanced feature analysis
    • 441-6
    • Lambin P et al 2012 Radiomics: extracting more information from medical images using advanced feature analysis Eur. J. Cancer 48 441-6
    • (2012) Eur. J. Cancer , vol.48 , pp. 441-446
    • Lambin, P.1
  • 39
    • 84884562832 scopus 로고    scopus 로고
    • Stability of FDG-PET radiomics features: An integrated analysis of test-retest and inter-observer variability
    • 1391-7
    • Leijenaar R T H et al 2013 Stability of FDG-PET radiomics features: an integrated analysis of test-retest and inter-observer variability Acta Oncol. 52 1391-7
    • (2013) Acta Oncol. , vol.52 , pp. 1391-1397
    • Leijenaar, R.T.H.1
  • 44
    • 33645396945 scopus 로고    scopus 로고
    • Genetic clonal diversity predicts progression to esophageal adenocarcinoma
    • 468-73
    • Maley C C et al 2006 Genetic clonal diversity predicts progression to esophageal adenocarcinoma Nat. Genet. 38 468-73
    • (2006) Nat. Genet. , vol.38 , pp. 468-473
    • Maley, C.C.1
  • 45
    • 84860214990 scopus 로고    scopus 로고
    • Intra-tumour heterogeneity: A looking glass for cancer?
    • Intra-tumour heterogeneity: a looking glass for cancer? 323-34
    • Marusyk A, Almendro V and Polyak K 2012 Intra-tumour heterogeneity: a looking glass for cancer? Nat. Rev. Cancer 12 323-34
    • (2012) Nat. Rev. Cancer , vol.12 , pp. 323-334
    • Marusyk, A.1    Almendro, V.2    Polyak, K.3
  • 48
    • 84876188881 scopus 로고    scopus 로고
    • Site-specific deformable imaging registration algorithm selection using patient-based simulated deformations
    • Nie K, Chuang C, Kirby N, Braunstein S and Pouliot J 2013 Site-specific deformable imaging registration algorithm selection using patient-based simulated deformations Med. Phys. 40 041911
    • (2013) Med. Phys. , vol.40
    • Nie, K.1    Chuang, C.2    Kirby, N.3    Braunstein, S.4    Pouliot, J.5
  • 50
    • 84899486643 scopus 로고    scopus 로고
    • Tumor texture analysis in 18F-FDG PET: Relationships between texture parameters, histogram indices, standardized uptake values, metabolic volumes, and total lesion glycolysis
    • 414-22
    • Orlhac F, Soussan M, Maisonobe J-A, Garcia C A, Vanderlinden B and Buvat I 2014 Tumor texture analysis in 18F-FDG PET: relationships between texture parameters, histogram indices, standardized uptake values, metabolic volumes, and total lesion glycolysis J. Nucl. Med. 55 414-22
    • (2014) J. Nucl. Med. , vol.55 , pp. 414-422
    • Orlhac, F.1    Soussan, M.2    Maisonobe, J.-A.3    Garcia, C.A.4    Vanderlinden, B.5    Buvat, I.6
  • 51
    • 84904248018 scopus 로고    scopus 로고
    • Robust radiomics feature quantification using semiautomatic volumetric segmentation
    • Parmar C et al 2014 Robust radiomics feature quantification using semiautomatic volumetric segmentation PLoS One 9 e102107
    • (2014) PLoS One , vol.9
    • Parmar, C.1
  • 52
    • 84896701265 scopus 로고    scopus 로고
    • Recent trends in PET image interpretations using volumetric and texture-based quantification methods in nuclear oncology
    • 1-15
    • Rahim M, Kim S, So H, Kim H, Cheon G, Lee E, Kang K and Lee D 2014 Recent trends in PET image interpretations using volumetric and texture-based quantification methods in nuclear oncology Nucl. Med. Mol. Imag. 48 1-15
    • (2014) Nucl. Med. Mol. Imag. , vol.48 , pp. 1-15
    • Rahim, M.1    Kim, S.2    So, H.3    Kim, H.4    Cheon, G.5    Lee, E.6    Kang, K.7    Lee, D.8
  • 53
    • 33645867055 scopus 로고    scopus 로고
    • Symmetric image registration
    • 484-93
    • Rogelj P and Kovačič S 2006 Symmetric image registration Med. Image Anal. 10 484-93
    • (2006) Med. Image Anal. , vol.10 , pp. 484-493
    • Rogelj, P.1    Kovačič, S.2
  • 54
    • 80755144068 scopus 로고    scopus 로고
    • Survcomp: An R/Bioconductor package for performance assessment and comparison of survival models
    • 3206-8
    • Schröder M S, Culhane A C, Quackenbush J and Haibe-Kains B 2011 survcomp: an R/Bioconductor package for performance assessment and comparison of survival models Bioinformatics 27 3206-8
    • (2011) Bioinformatics , vol.27 , pp. 3206-3208
    • Schröder, M.S.1    Culhane, A.C.2    Quackenbush, J.3    Haibe-Kains, B.4
  • 55
    • 33744804817 scopus 로고    scopus 로고
    • Estimation of the delivered patient dose in lung IMRT treatment based on deformable registration of 4D-CT data and Monte Carlo simulations
    • Stella F, Steve B J, Greg C S, John W, Abhijit A P and Noah C C 2006 Estimation of the delivered patient dose in lung IMRT treatment based on deformable registration of 4D-CT data and Monte Carlo simulations Phys. Med. Biol. 51 2763
    • (2006) Phys. Med. Biol. , vol.51 , Issue.11 , pp. 2763
    • Stella, F.1    Steve, B.J.2    Greg, C.S.3    John, W.4    Abhijit, A.P.5    Noah, C.C.6
  • 56
    • 84875234484 scopus 로고    scopus 로고
    • Spatial-temporal [18F]FDG-PET features for predicting pathologic response of esophageal cancer to neoadjuvant chemoradiation therapy
    • Spatial-temporal [18F]FDG-PET features for predicting pathologic response of esophageal cancer to neoadjuvant chemoradiation therapy 1375-82
    • Tan S, Kligerman S, Chen W, Lu M, Kim G, Feigenberg S, D'Souza W D, Suntharalingam M and Lu W 2013 Spatial-temporal [18F]FDG-PET features for predicting pathologic response of esophageal cancer to neoadjuvant chemoradiation therapy Int. J. Radiat. Oncol. Biol. Phys. 85 1375-82
    • (2013) Int. J. Radiat. Oncol. Biol. Phys. , vol.85 , pp. 1375-1382
    • Tan, S.1    Kligerman, S.2    Chen, W.3    Lu, M.4    Kim, G.5    Feigenberg, S.6    D'Souza, W.D.7    Suntharalingam, M.8    Lu, W.9
  • 60
    • 0032153006 scopus 로고    scopus 로고
    • Image matching as a diffusion process: An analogy with Maxwell's demons
    • 243-60
    • Thirion J P 1998 Image matching as a diffusion process: an analogy with Maxwell's demons Med. Image Anal. 2 243-60
    • (1998) Med. Image Anal. , vol.2 , pp. 243-260
    • Thirion, J.P.1
  • 61
    • 77956596343 scopus 로고    scopus 로고
    • Propagation of target and organ at risk contours in radiotherapy of prostate cancer using deformable image registration
    • 1023-32
    • Thörnqvist S, Petersen J B B, Høyer M, Bentzen L N and Muren L P 2010 Propagation of target and organ at risk contours in radiotherapy of prostate cancer using deformable image registration Acta Oncol. 49 1023-32
    • (2010) Acta Oncol. , vol.49 , pp. 1023-1032
    • Thörnqvist, S.1    Petersen, J.B.B.2    Høyer, M.3    Bentzen, L.N.4    Muren, L.P.5
  • 62
    • 84860776116 scopus 로고    scopus 로고
    • Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET
    • 693-700
    • Tixier F, Hatt M, Le Rest C C, Le Pogam A, Corcos L and Visvikis D 2012 Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET J. Nucl. Med. 53 693-700
    • (2012) J. Nucl. Med. , vol.53 , pp. 693-700
    • Tixier, F.1    Hatt, M.2    Le Rest, C.C.3    Le Pogam, A.4    Corcos, L.5    Visvikis, D.6
  • 63
    • 79952788113 scopus 로고    scopus 로고
    • Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer
    • 369-78
    • Tixier F, Le Rest C C, Hatt M, Albarghach N, Pradier O, Metges J-P, Corcos L and Visvikis D 2011 Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer J. Nucl. Med. 52 369-78
    • (2011) J. Nucl. Med. , vol.52 , pp. 369-378
    • Tixier, F.1    Le Rest, C.C.2    Hatt, M.3    Albarghach, N.4    Pradier, O.5    Metges, J.-P.6    Corcos, L.7    Visvikis, D.8
  • 65
  • 66
    • 84904264664 scopus 로고    scopus 로고
    • Volumetric CT-based segmentation of NSCLC using 3D-Slicer
    • Velazquez E R et al 2013 Volumetric CT-based segmentation of NSCLC using 3D-Slicer Sci. Rep. 3 3529
    • (2013) Sci. Rep. , vol.3 , pp. 3529
    • Velazquez, E.R.1
  • 67
    • 78650911256 scopus 로고    scopus 로고
    • Technical note: DIRART - A software suite for deformable image registration and adaptive radiotherapy research
    • 67-77
    • Yang D, Brame S, El Naqa I, Aditya A, Wu Y, Goddu S M, Mutic S, Deasy J O and Low D A 2011 Technical note: DIRART - a software suite for deformable image registration and adaptive radiotherapy research Med. Phys. 38 67-77
    • (2011) Med. Phys. , vol.38 , pp. 67-77
    • Yang, D.1    Brame, S.2    El Naqa, I.3    Aditya, A.4    Wu, Y.5    Goddu, S.M.6    Mutic, S.7    Deasy, J.O.8    Low, D.A.9
  • 68
    • 58149235042 scopus 로고    scopus 로고
    • A fast inverse consistent deformable image registration method based on symmetric optical flow computation
    • Yang D, Li H, Low D A, Deasy J O and Naqa I E 2008 A fast inverse consistent deformable image registration method based on symmetric optical flow computation Phys. Med. Biol. 53 6143
    • (2008) Phys. Med. Biol. , vol.53 , Issue.21 , pp. 6143
    • Yang, D.1    Li, H.2    Low, D.A.3    Deasy, J.O.4    Naqa, I.E.5
  • 69
    • 84891710353 scopus 로고    scopus 로고
    • Temporal analysis of intratumoral metabolic heterogeneity characterized by textural features in cervical cancer
    • 716-27
    • Yang F, Thomas M, Dehdashti F and Grigsby P 2013 Temporal analysis of intratumoral metabolic heterogeneity characterized by textural features in cervical cancer Eur. J. Nucl. Med. Mol. Imag. 40 716-27
    • (2013) Eur. J. Nucl. Med. Mol. Imag. , vol.40 , pp. 716-727
    • Yang, F.1    Thomas, M.2    Dehdashti, F.3    Grigsby, P.4
  • 70
    • 79551674388 scopus 로고    scopus 로고
    • A cubic B-spline-based hybrid registration of lung CT images for a dynamic airway geometric model with large deformation
    • 203-18
    • Yin Y, Hoffman E A, Ding K, Reinhardt J M and Lin C-L 2011 A cubic B-spline-based hybrid registration of lung CT images for a dynamic airway geometric model with large deformation Phys. Med. Biol. 56 203-18
    • (2011) Phys. Med. Biol. , vol.56 , Issue.1 , pp. 203-218
    • Yin, Y.1    Hoffman, E.A.2    Ding, K.3    Reinhardt, J.M.4    Lin, C.-L.5
  • 71
    • 69549129488 scopus 로고    scopus 로고
    • Mass preserving nonrigid registration of CT lung images using cubic B-spline
    • 4213-22
    • Yin Y, Hoffman E A and Lin C-L 2009 Mass preserving nonrigid registration of CT lung images using cubic B-spline Med. Phys. 36 4213-22
    • (2009) Med. Phys. , vol.36 , pp. 4213-4222
    • Yin, Y.1    Hoffman, E.A.2    Lin, C.-L.3
  • 72
    • 84908232882 scopus 로고    scopus 로고
    • Sensitivity study of voxel-based PET image comparison to image registration algorithms
    • Yip S, Chen A B, Aerts H J W L and Berbeco R 2014 Sensitivity study of voxel-based PET image comparison to image registration algorithms Med. Phys. 41 111714
    • (2014) Med. Phys. , vol.41
    • Yip, S.1    Chen, A.B.2    Aerts, H.J.W.L.3    Berbeco, R.4
  • 73
    • 77749240275 scopus 로고    scopus 로고
    • Analysis of deformable image registration accuracy using computational modeling
    • 970-9
    • Zhong H, Kim J and Chetty I J 2010 Analysis of deformable image registration accuracy using computational modeling Med. Phys. 37 970-9
    • (2010) Med. Phys. , vol.37 , pp. 970-979
    • Zhong, H.1    Kim, J.2    Chetty, I.J.3
  • 74
    • 0043237770 scopus 로고    scopus 로고
    • Image registration methods: A survey
    • Zitová B and Flusser J 2003 Image registration methods: a survey Image Vis. Comput. 21 977-1000
    • (2003) Image Vis. Comput. , vol.21 , pp. 977-1000
    • Zitová, B.1    Flusser, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.