{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T10:41:45Z","timestamp":1773484905586,"version":"3.50.1"},"reference-count":17,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2024,1,18]],"date-time":"2024-01-18T00:00:00Z","timestamp":1705536000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,18]],"date-time":"2024-01-18T00:00:00Z","timestamp":1705536000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"the National Key R &D Program of China","award":["2023YFB4706302"],"award-info":[{"award-number":["2023YFB4706302"]}]},{"name":"Beijing Natural Science Foundation","award":["L202010"],"award-info":[{"award-number":["L202010"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U20A20199"],"award-info":[{"award-number":["U20A20199"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J CARS"],"DOI":"10.1007\/s11548-023-03056-0","type":"journal-article","created":{"date-parts":[[2024,1,18]],"date-time":"2024-01-18T07:02:22Z","timestamp":1705561342000},"page":"507-517","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["MAIRNet: weakly supervised anatomy-aware multimodal articulated image registration network"],"prefix":"10.1007","volume":"19","author":[{"given":"Xiaoru","family":"Gao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Woquan","family":"Zhong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Runze","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexander F.","family":"Heimann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moritz","family":"Tannast","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4173-0379","authenticated-orcid":false,"given":"Guoyan","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,1,18]]},"reference":[{"issue":"3","key":"3056_CR1","doi-asserted-by":"publisher","first-page":"662","DOI":"10.1016\/j.media.2010.07.008","volume":"16","author":"S Gill","year":"2012","unstructured":"Gill S, Abolmaesumi P, Fichtinger G, Boisvert J, Pichora D, Borshneck D, Mousavi P (2012) Biomechanically constrained groupwise ultrasound to CT registration of the lumbar spine. Med Image Anal 16(3):662\u2013674","journal-title":"Med Image Anal"},{"key":"3056_CR2","doi-asserted-by":"crossref","unstructured":"Arsigny V, Commowick O, Pennec X, Ayache N ( 2006) A log-euclidean polyaffine framework for locally rigid or affine registration. In: WBIR 2006, Utrecht, The Netherlands, July 9\u201311, 2006. Proceedings 3. Springer, pp 120\u2013127","DOI":"10.1007\/11784012_15"},{"key":"3056_CR3","doi-asserted-by":"crossref","unstructured":"Loeckx D, Maes F, Vandermeulen D, Suetens P ( 2004) Nonrigid image registration using free-form deformations with a local rigidity constraint. In: MICCAI 2004, Saint-Malo, France, September 26\u201329, 2004. Proceedings, Part I 7. Springer, pp 639\u2013646","DOI":"10.1007\/978-3-540-30135-6_78"},{"issue":"11","key":"3056_CR4","doi-asserted-by":"publisher","first-page":"4098","DOI":"10.1118\/1.2776236","volume":"34","author":"M Staring","year":"2007","unstructured":"Staring M, Klein S, Pluim JP (2007) A rigidity penalty term for nonrigid registration. Med Phys 34(11):4098\u20134108","journal-title":"Med Phys"},{"issue":"14","key":"3056_CR5","doi-asserted-by":"publisher","first-page":"3761","DOI":"10.1088\/0031-9155\/59\/14\/3761","volume":"59","author":"S Reaungamornrat","year":"2014","unstructured":"Reaungamornrat S, Wang A, Uneri A, Otake Y, Khanna A, Siewerdsen J (2014) Deformable image registration with local rigidity constraints for cone-beam CT-guided spine surgery. Phys Med Biol 59(14):3761","journal-title":"Phys Med Biol"},{"key":"3056_CR6","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1007\/s11263-007-0079-3","volume":"76","author":"J Modersitzki","year":"2008","unstructured":"Modersitzki J (2008) Flirt with rigidity-image registration with a local non-rigidity penalty. Int J Comput Vis 76:153\u2013163","journal-title":"Int J Comput Vis"},{"issue":"6","key":"3056_CR7","doi-asserted-by":"publisher","first-page":"730","DOI":"10.1109\/TMI.2003.814791","volume":"22","author":"T Rohlfing","year":"2003","unstructured":"Rohlfing T, Maurer CR, Bluemke DA, Jacobs MA (2003) Volume-preserving nonrigid registration of MR breast images using free-form deformation with an incompressibility constraint. IEEE Trans Med Imaging 22(6):730\u2013741","journal-title":"IEEE Trans Med Imaging"},{"issue":"8","key":"3056_CR8","doi-asserted-by":"publisher","first-page":"1788","DOI":"10.1109\/TMI.2019.2897538","volume":"38","author":"G Balakrishnan","year":"2019","unstructured":"Balakrishnan G, Zhao A, Sabuncu MR, Guttag J, Dalca AV (2019) VoxelMorph: a learning framework for deformable medical image registration. IEEE Trans Med Imaging 38(8):1788\u20131800","journal-title":"IEEE Trans Med Imaging"},{"key":"3056_CR9","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1016\/j.media.2019.07.006","volume":"57","author":"AV Dalca","year":"2019","unstructured":"Dalca AV, Balakrishnan G, Guttag J, Sabuncu MR (2019) Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces. Med Image Anal 57:226\u2013236","journal-title":"Med Image Anal"},{"key":"3056_CR10","doi-asserted-by":"crossref","unstructured":"Jian B, Azampour MF, De\u00a0Benetti F, Oberreuter J, Bukas C, Gersing AS, Foreman SC, Dietrich A-S, Rischewski J, Kirschke JS, Navab N (2022) Weakly-supervised biomechanically-constrained CT\/MRI Registration of the spine. In: MICCAI 2022, Singapore, September 18\u201322, 2022, Proceedings, Part VI. Springer, pp 227\u2013236","DOI":"10.1007\/978-3-031-16446-0_22"},{"key":"3056_CR11","doi-asserted-by":"publisher","first-page":"102786","DOI":"10.1016\/j.media.2023.102786","volume":"86","author":"L Zhao","year":"2023","unstructured":"Zhao L, Pang S, Chen Y, Zhu X, Jiang Z, Su Z, Lu H, Zhou Y, Feng Q (2023) SpineRegNet: Spine Registration Network for volumetric MR and CT image by the joint estimation of an affine-elastic deformation field. Med Image Anal 86:102786","journal-title":"Med Image Anal"},{"issue":"1","key":"3056_CR12","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1016\/j.media.2015.08.011","volume":"26","author":"C Chu","year":"2015","unstructured":"Chu C, Bai J, Wu X, Zheng G (2015) MASCG: multi-atlas segmentation constrained graph method for accurate segmentation of hip CT images. Med Image Anal 26(1):173\u2013184","journal-title":"Med Image Anal"},{"key":"3056_CR13","doi-asserted-by":"publisher","first-page":"102258","DOI":"10.1016\/j.media.2021.102258","volume":"75","author":"R Tao","year":"2022","unstructured":"Tao R, Liu W, Zheng G (2022) Spine-transformers: vertebra labeling and segmentation in arbitrary field-of-view spine CTs via 3D transformers. Med Image Anal 75:102258","journal-title":"Med Image Anal"},{"issue":"4","key":"3056_CR14","doi-asserted-by":"publisher","first-page":"427","DOI":"10.1016\/j.media.2008.01.002","volume":"12","author":"O Commowick","year":"2008","unstructured":"Commowick O, Arsigny V, Isambert A, Costa J, Dhermain F, Bidault F, Bondiau P-Y, Ayache N, Malandain G (2008) An efficient locally affine framework for the smooth registration of anatomical structures. Med Image Anal 12(4):427\u2013441","journal-title":"Med Image Anal"},{"key":"3056_CR15","doi-asserted-by":"crossref","unstructured":"Yang H, Sun J, Carass A, Zhao C, Lee J, Xu Z, Prince J (2018) Unpaired brain MR-to-CT synthesis using a structure-constrained CycleGan. In: In: DLMIA 2018 and ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings 4. Springer, pp 174\u2013182","DOI":"10.1007\/978-3-030-00889-5_20"},{"issue":"7","key":"3056_CR16","doi-asserted-by":"publisher","first-page":"1423","DOI":"10.1016\/j.media.2012.05.008","volume":"16","author":"MP Heinrich","year":"2012","unstructured":"Heinrich MP, Jenkinson M, Bhushan M, Matin T, Gleeson FV, Brady M, Schnabel JA (2012) Mind: modality independent neighbourhood descriptor for multi-modal deformable registration. Med Image Anal 16(7):1423\u20131435","journal-title":"Med Image Anal"},{"key":"3056_CR17","doi-asserted-by":"crossref","unstructured":"Cai Y, Osman S, Sharma M, Landis M, Li S (2015) Multi-modality vertebra recognition in arbitrary views using 3D deformable hierarchical model. IEEE Trans Med Imaging 34(8):1676\u20131693","DOI":"10.1109\/TMI.2015.2392054"}],"container-title":["International Journal of Computer Assisted Radiology and Surgery"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11548-023-03056-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11548-023-03056-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11548-023-03056-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,21]],"date-time":"2024-02-21T14:22:27Z","timestamp":1708525347000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11548-023-03056-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,18]]},"references-count":17,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2024,3]]}},"alternative-id":["3056"],"URL":"https:\/\/doi.org\/10.1007\/s11548-023-03056-0","relation":{},"ISSN":["1861-6429"],"issn-type":[{"value":"1861-6429","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1,18]]},"assertion":[{"value":"26 August 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 December 2023","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 January 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants or animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval"}},{"value":"Informed context was obtained from all individuals included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}