{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T13:22:09Z","timestamp":1777555329119,"version":"3.51.4"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2014,1,14]],"date-time":"2014-01-14T00:00:00Z","timestamp":1389657600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int J CARS"],"published-print":{"date-parts":[[2014,9]]},"DOI":"10.1007\/s11548-013-0975-7","type":"journal-article","created":{"date-parts":[[2014,1,13]],"date-time":"2014-01-13T14:25:02Z","timestamp":1389623102000},"page":"875-889","source":"Crossref","is-referenced-by-count":13,"title":["4D-CT Lung registration using anatomy-based multi-level multi-resolution optical flow analysis and thin-plate splines"],"prefix":"10.1007","volume":"9","author":[{"given":"Yugang","family":"Min","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John","family":"Neylon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amish","family":"Shah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sanford","family":"Meeks","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Percy","family":"Lee","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Patrick","family":"Kupelian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anand P.","family":"Santhanam","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,1,14]]},"reference":[{"issue":"10","key":"975_CR1","doi-asserted-by":"crossref","first-page":"3874","DOI":"10.1118\/1.2349696","volume":"33","author":"PJ Keall","year":"2006","unstructured":"Keall PJ, Mageras GS, Balter JM, Emery RS, Forster KM, Jiang SB, Kapatoes JM, Low DA, Murphy MJ, Murray BR, Ramsey CR, van Herk MB, Vedam SS, Wong JW, Yorke E (2006) The management of respiratory motion in radiation oncology report of AAPM Task Group 76. Med Phys 33(10):3874\u20133900","journal-title":"Med Phys"},{"issue":"1","key":"975_CR2","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1053\/j.semradonc.2003.10.011","volume":"14","author":"T Bortfeld","year":"2004","unstructured":"Bortfeld T, Jiang SB, Rietzel E (2004) Effects of motion on the total dose distribution. Semin Radiat Oncol 14(1):41\u201351","journal-title":"Semin Radiat Oncol"},{"issue":"5","key":"975_CR3","first-page":"1560","volume":"73","author":"G Starkschall","year":"2009","unstructured":"Starkschall G, Britton K, McAleer MF, Jeter MD, Kaus MR, Bzdusek K, Mohan R, Cox JD (2009) Potential dosimetry benefits of four-dimensional radiation treatment planning. Med Phys 73(5):1560\u20131565","journal-title":"Med Phys"},{"issue":"11","key":"975_CR4","doi-asserted-by":"crossref","first-page":"5000","DOI":"10.1118\/1.3238482","volume":"36","author":"YY Vinogradskiy","year":"2009","unstructured":"Vinogradskiy YY, Balter P, Followill DS, Alvarez PE, White RA, Starkschall G (2009) Comparing the accuracy of 4D photon dose calculation with 3D calculating using moving and deforming phantoms. Med Phys 36(11):5000\u20135006","journal-title":"Med Phys"},{"issue":"8","key":"975_CR5","doi-asserted-by":"crossref","first-page":"3438","DOI":"10.1118\/1.3157233","volume":"36","author":"YY Vinogradskiy","year":"2009","unstructured":"Vinogradskiy YY, Balter P, Followill DS, Alvarez PE, White RA, Starkschall G (2009) Verification of four dimensional dose calculations. Med Phys 36(8):3438\u20133447","journal-title":"Med Phys"},{"key":"975_CR6","doi-asserted-by":"crossref","unstructured":"McClelland JR, Hughes S, Modat M, Qureshi A, Ahmad S, Landau D, Ourselin S, Hawkes DJ (2011) Inter-fraction variations in respiratory motion models. Phys Med Biol 56(2011):251\u2013272","DOI":"10.1088\/0031-9155\/56\/1\/015"},{"key":"975_CR7","volume-title":"Physics-based deformable models: applications to computer vision, graphics, and medical imaging","author":"DN Metaxas","year":"1996","unstructured":"Metaxas DN (1996) Physics-based deformable models: applications to computer vision, graphics, and medical imaging, 1st edn. Kluwer Academic Publishers Norwell, MA","edition":"1"},{"key":"975_CR8","doi-asserted-by":"crossref","first-page":"710","DOI":"10.1007\/978-3-540-85990-1_85","volume":"2","author":"AP Santhanam","year":"2008","unstructured":"Santhanam AP, Willoughby T, Shah A, Meeks SL, Rolland JP, Kupelian P (2008) Real-time simulation of 4D lung tumor radiotherapy using a breathing model. Lect Notes Comput Sci 2:710\u2013717","journal-title":"Lect Notes Comput Sci"},{"key":"975_CR9","doi-asserted-by":"crossref","unstructured":"Klinder T, Lorenz C, von Berg J, Renisch S, Blaffert T, Ostermann J (2008) 4DCT image-based motion field extraction and analysis. In: SPIE Medical, Imaging. SPIE","DOI":"10.1117\/12.769407"},{"issue":"4","key":"975_CR10","doi-asserted-by":"crossref","first-page":"777","DOI":"10.1088\/0031-9155\/51\/4\/002","volume":"51","author":"T Guerrero","year":"2006","unstructured":"Guerrero T, Sanders K, Castillo E, Zhang Y, Bidaut L, Pan T, Komaki R (2006) Dynamic ventilation imaging from four-dimensional computed tomography. Phys Med Biol 51(4):777\u2013791","journal-title":"Phys Med Biol"},{"issue":"1","key":"975_CR11","first-page":"2738","volume":"9","author":"GG Zhang","year":"2008","unstructured":"Zhang GG, Huang T-C, Guerrero T, Lin K-P, Stevens C, Starkschall G, Forster K (2008) Use of three-dimensional optical flow method in mapping 3D anatomic structure and tumor contours across four-dimensional computed tomography data. J Appl Clin Med Phys 9(1):2738","journal-title":"J Appl Clin Med Phys"},{"issue":"3","key":"975_CR12","doi-asserted-by":"crossref","first-page":"S44","DOI":"10.1016\/j.ijrobp.2007.07.081","volume":"69","author":"KK Brock","year":"2007","unstructured":"Brock KK (2007) A multi-institution deformable registration accuracy study. Int J Radiat Oncol Biol Phys 69(3):S44","journal-title":"Int J Radiat Oncol Biol Phys"},{"issue":"2","key":"975_CR13","doi-asserted-by":"crossref","first-page":"594","DOI":"10.1016\/j.ijrobp.2004.08.007","volume":"61","author":"D Sarrut","year":"2005","unstructured":"Sarrut D, Boldea V, Ayadi M, Badel J-N, Gineset C, Clippe S, Carrie C (2005) Non-rigid registration method to assess reproducibility of breathing-holding with ABC in lung cancer. Int J Radiat Oncol Biol Phys 61(2):594\u2013607","journal-title":"Int J Radiat Oncol Biol Phys"},{"key":"975_CR14","unstructured":"Murphy K, van Ginneken B, Pluim JPW, Klien S, Staring M (2008) Quantitative assessment of registration in thoracic CT. In: First international workshop on pulmonary image processing. pp 203\u2013211"},{"key":"975_CR15","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1016\/S1361-8415(03)00007-0","volume":"7","author":"M Betke","year":"2003","unstructured":"Betke M, Hong H, Thomas D, Chekema P, Ko JP (2003) Landmark detection in the chest and registration of lung surfaces with an application to nodule registration. Med Image Anal 7:265\u2013281","journal-title":"Med Image Anal"},{"issue":"9","key":"975_CR16","doi-asserted-by":"crossref","first-page":"4213","DOI":"10.1118\/1.3193526","volume":"36","author":"Y Yin","year":"2009","unstructured":"Yin Y, Hoffman EA, Lin CL (2009) Mass preserving non-rigid registration of CT lung images using cubic b-spline. Med Phys 36(9):4213\u20134222","journal-title":"Med Phys"},{"key":"975_CR17","unstructured":"Fan L, Chen CW (1999) 3D warping and registration from lung images. In: Medical Imaging. SPIE, pp 459\u2013470"},{"key":"975_CR18","doi-asserted-by":"crossref","unstructured":"Fan L, Chen CW, Reinhardt JM, Eric AH (2001) Evaluation and application of 3D lung warping and registration model using HRCT images. In: Medical Imaging. SPIE, pp 234\u2013243","DOI":"10.1117\/12.428141"},{"issue":"6","key":"975_CR19","doi-asserted-by":"crossref","first-page":"2155","DOI":"10.1118\/1.2731029","volume":"34","author":"GE Christensen","year":"2007","unstructured":"Christensen GE, Song JH, Lu W, Naga IE, Daniel AL (2007) Tracking lung tissue motion and expansion\/compression with inverse consistent image registration and spirometry. Med Phys 34(6):2155\u20132167","journal-title":"Med Phys"},{"issue":"7","key":"975_CR20","doi-asserted-by":"crossref","first-page":"568","DOI":"10.1109\/42.932742","volume":"20","author":"GE Christensen","year":"2001","unstructured":"Christensen GE, Johnson H (2001) Consistent image registration. IEEE Trans Med Imaging 20(7):568\u2013572","journal-title":"IEEE Trans Med Imaging"},{"key":"975_CR21","doi-asserted-by":"crossref","unstructured":"Christensen GE (2005) Inverse consistent image registration. In: Handbook of biomedical image analysis vol III. pp 219\u2013250","DOI":"10.1007\/0-306-48608-3_6"},{"key":"975_CR22","unstructured":"Ding K, Cao K, Christensen GE, Raghavan ML, Hoffman EA, Reinhardt JM (2008) Registration based lung tissue mechanics assessment during tidal breathing. In: Medical Image Analysis. Lecture notes on computer science, pp 63\u201372"},{"key":"975_CR23","doi-asserted-by":"crossref","unstructured":"Pan Y, Kumar D, Hoffman EA, Christensen GE, Mclennan G, Song JH, Ross A, Simon BA, Reinhardt JM (2005) Estimation of regional lung expansion via 3D image registration. In: Medical, Imaging. SPIE","DOI":"10.1117\/12.596617"},{"key":"975_CR24","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/0004-3702(81)90024-2","volume":"17","author":"BKP Horn","year":"1981","unstructured":"Horn BKP, Schunck BG (1981) Determining optical flow. Artif Intell 17:185\u2013204","journal-title":"Artif Intell"},{"key":"975_CR25","doi-asserted-by":"crossref","unstructured":"Lorenzen P, Davis B, Shen J (2004) Model-based symmetric information theoretic large deformation multi-modal image registration. In: International symposium of Biomedical Imaging. pp 72\u2013723","DOI":"10.1109\/ISBI.2004.1398639"},{"key":"975_CR26","doi-asserted-by":"crossref","first-page":"2225","DOI":"10.1016\/j.neuroimage.2009.10.065","volume":"49","author":"G Wu","year":"2010","unstructured":"Wu G, Yap P, Kim M, Shen D (2010) TPS-HAMMER: Improving HAMMER registration algorithm by soft correspondence matching and thin plate splines based deformation interpolation. NeuroImage 49:2225\u20132233","journal-title":"NeuroImage"},{"issue":"11","key":"975_CR27","doi-asserted-by":"crossref","first-page":"1421","DOI":"10.1109\/TMI.2002.803111","volume":"21","author":"D Shen","year":"2002","unstructured":"Shen D, Davatzikos C (2002) HAMMER: Hierarchical attribute matching mechanism for elastic registration. IEEE Trans. Med. Imaging 21(11):1421\u20131439","journal-title":"IEEE Trans. Med. Imaging"},{"key":"975_CR28","doi-asserted-by":"crossref","unstructured":"Wu G, Wang Q, Lian J, Shen D (2011) Re-construction of 4D-CT from a single free-breathing 3D-CT by spatial temporal image registration. In: Information Processing in Medical Imaging. pp 686\u2013698","DOI":"10.1007\/978-3-642-22092-0_56"},{"key":"975_CR29","doi-asserted-by":"crossref","unstructured":"Vik T, Kabus S, von Berg J, Ens K, Dries S, Klinder T, Lorenz C (2008) Validation and comparison of registration methods for free-breathing 4D lung-CT. In: Medical, Imaging. SPIE","DOI":"10.1117\/12.767787"},{"issue":"13","key":"975_CR30","doi-asserted-by":"crossref","first-page":"2925","DOI":"10.1084\/jem.20091739","volume":"206","author":"H Pflicke","year":"2009","unstructured":"Pflicke H, Sixt M (2009) Preformed portals facilitate dendritic cell entry into afferent lymphatic vessels. J Exp Med 206(13):2925","journal-title":"J Exp Med"},{"issue":"1","key":"975_CR31","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1118\/1.3521468","volume":"30","author":"D Yang","year":"2010","unstructured":"Yang D, Brame S, El Naqa I, Aditya A, Wu Y, Goddu SM, Mutic S, Deasy JO, Low DA (2010) DIRART-a software suite for deformable image registration and adaptive radiotherapy research. Med Phys 30(1):67\u201377","journal-title":"Med Phys"},{"key":"975_CR32","doi-asserted-by":"crossref","unstructured":"Low D (2010) Gamma dose distribution evaluation tool. Journal of Physics conference series (250)","DOI":"10.1088\/1742-6596\/250\/1\/012071"},{"issue":"10","key":"975_CR33","doi-asserted-by":"crossref","first-page":"1773","DOI":"10.1118\/1.598373","volume":"25","author":"B Fraass","year":"1998","unstructured":"Fraass B, Doppke K, Hunt M, Kutcher G, Starkschall G, Stern R, Van Dyke J (1998) American association of physicists in medicine radiation therapy committee task group 53: quality assurance for clinical radiotherapy treatment planning. Med Phys 25(10):1773\u20131829","journal-title":"Med Phys"},{"issue":"1","key":"975_CR34","doi-asserted-by":"crossref","first-page":"3834","DOI":"10.1120\/jacmp.v14i1.3834","volume":"14","author":"K Latifi","year":"2013","unstructured":"Latifi K, Zhang G, Stawicki M, van Elmpt W, Dekker A, Forster K (2013) Validation of three deformable image registration algorithms for the thorax. J Appl Clin Med Phys 14(1):3834","journal-title":"J Appl Clin Med Phys"},{"key":"975_CR35","unstructured":"Vandemeulebrouche J, Sarrut D, Clarysse P (2007) The POPI-model, a point-validated pixel-based breathing thorax model. International Conference on the Use of Computers in Radiation Therapy"},{"key":"975_CR36","doi-asserted-by":"crossref","unstructured":"Murphy KJ, van Ginneken B, Reinhardt JM, Kabus S, Ding K, Deng X, Cao K, Du K, Christensen GE, Garcia V, Vercauteren T, Ayache N, Commowick O, Malandain G, Glocker B, Paragios N, Navab N, Gorbunova V, Sporring J, de Bruijne M, Han X, Heinrick MP, Schnabel JA, Jenkinson M, Lorenz C, Modat M, McClelland JR, Ourselin S, Muenzing SEA, Viergever MA, Nigris DD, Collins DL, Arbel T, Peroni M, Li R, Sharp GC, Schmidt-Richberg A, Ehrhardt J, Werner R, Smeets D, Loeckx D, Song G, Tustison N, Avants B, Gee JC, Staring M, Klien S, Stoel BC, Urschler M, Werlberger M, Vandemeulebroucke J, Rit S, Sarrut D, Pluim PW (2011) Evaluation of registration methods on thoracic CT: the Empire 10 challenge. IEEE Trans Med Imaging 30(11):1901\u20131920","DOI":"10.1109\/TMI.2011.2158349"},{"key":"975_CR37","doi-asserted-by":"crossref","unstructured":"Min Y, Santhanam AP, Neelakkantan H, Ruddy BH, Meeks SL, Kupelian P (2010) A GPU-based framework for modeling real-time 3D lung tumor conformal dosimetry with subject specific lung tumor motion. Phys Med Biol 55(17):5137\u20135150","DOI":"10.1088\/0031-9155\/55\/17\/016"},{"issue":"7\u20138","key":"975_CR38","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1016\/j.crme.2010.07.006","volume":"338","author":"AP Santhanam","year":"2010","unstructured":"Santhanam AP, Min Y, Mudur SP, Rastogi A, Ruddy BH, Shah A, Divo E, Kassab A, Rolland JP, Kupelian P (2010) An inverse hyper-spherical harmonics based formulation for reconstructing 3D volumetric lung deformations. CR MECANIQUE 338(7\u20138):461\u2013473","journal-title":"CR MECANIQUE"}],"container-title":["International Journal of Computer Assisted Radiology and Surgery"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11548-013-0975-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11548-013-0975-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11548-013-0975-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T12:09:46Z","timestamp":1565093386000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11548-013-0975-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,1,14]]},"references-count":38,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2014,9]]}},"alternative-id":["975"],"URL":"https:\/\/doi.org\/10.1007\/s11548-013-0975-7","relation":{},"ISSN":["1861-6410","1861-6429"],"issn-type":[{"value":"1861-6410","type":"print"},{"value":"1861-6429","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,1,14]]}}}