{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,23]],"date-time":"2026-01-23T16:57:50Z","timestamp":1769187470981,"version":"3.49.0"},"publisher-location":"Cham","reference-count":29,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031720680","type":"print"},{"value":"9783031720697","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-72069-7_65","type":"book-chapter","created":{"date-parts":[[2024,10,3]],"date-time":"2024-10-03T19:02:59Z","timestamp":1727982179000},"page":"694-705","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["On-the-Fly Guidance Training for\u00a0Medical Image Registration"],"prefix":"10.1007","author":[{"given":"Yuelin","family":"Xin","sequence":"first","affiliation":[]},{"given":"Yicheng","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Shengxiang","family":"Ji","sequence":"additional","affiliation":[]},{"given":"Kun","family":"Han","sequence":"additional","affiliation":[]},{"given":"Xiaohui","family":"Xie","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,10,4]]},"reference":[{"key":"65_CR1","doi-asserted-by":"crossref","unstructured":"Ashburner, J.: A fast diffeomorphic image registration algorithm. NeuroImage p. 95-113 (Oct 2007)","DOI":"10.1016\/j.neuroimage.2007.07.007"},{"key":"65_CR2","unstructured":"AV, D., A, B., NS, R., P, G.: Patch-based discrete registration of clinical brain images. Patch Based Tech Med Imaging (2016) (2016)"},{"key":"65_CR3","doi-asserted-by":"crossref","unstructured":"Avants, B., Epstein, C., Grossman, M., Gee, J.: Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain. Medical Image Analysis 12(1), 26\u201341 (2008), special Issue on The Third International Workshop on Biomedical Image Registration - WBIR 2006","DOI":"10.1016\/j.media.2007.06.004"},{"issue":"1","key":"65_CR4","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/S0734-189X(89)80014-3","volume":"46","author":"R Bajcsy","year":"1989","unstructured":"Bajcsy, R., Kova\u010di\u010d, S.: Multiresolution elastic matching. Computer Vision, Graphics, and Image Processing 46(1), 1\u201321 (1989)","journal-title":"Computer Vision, Graphics, and Image Processing"},{"key":"65_CR5","doi-asserted-by":"crossref","unstructured":"Balakrishnan, G., Zhao, A., Sabuncu, M.R., Guttag, J., Dalca, A.V.: VoxelMorph: A learning framework for deformable medical image registration. IEEE Transactions on Medical Imaging 38(8), 1788\u20131800 (aug 2019)","DOI":"10.1109\/TMI.2019.2897538"},{"key":"65_CR6","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1007\/978-3-031-43999-5_64","volume-title":"Medical Image Computing and Computer Assisted Intervention - MICCAI 2023","author":"A Bigalke","year":"2023","unstructured":"Bigalke, A., Hansen, L., Mok, T.C.W., Heinrich, M.P.: Unsupervised 3d registration through optimization-guided cyclical self-training. In: Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T., Taylor, R. (eds.) Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2023. pp. 677\u2013687. Springer Nature Switzerland, Cham (2023)"},{"key":"65_CR7","unstructured":"C, C., L, W., LD, S., JG, C., MI, M., JT, R.: Large deformation diffeomorphic metric mapping registration of reconstructed 3d histological section images and in vivo mr images. Front Hum Neurosci (2010)"},{"key":"65_CR8","doi-asserted-by":"crossref","unstructured":"Chen, J., Frey, E.C., He, Y., Segars, W.P., Li, Y., Du, Y.: TransMorph: Transformer for unsupervised medical image registration. Medical Image Analysis 82, 102615 (nov 2022)","DOI":"10.1016\/j.media.2022.102615"},{"key":"65_CR9","doi-asserted-by":"crossref","unstructured":"Chen, J., He, Y., Frey, E.C., Li, Y., Du, Y.: Vit-v-net: Vision transformer for unsupervised volumetric medical image registration (2021)","DOI":"10.1016\/j.media.2022.102615"},{"key":"65_CR10","unstructured":"Chen, Q., Li, Z., Lui, L.M.: A learning framework for diffeomorphic image registration based on quasi-conformal geometry. CoRR abs\/2110.10580 (2021)"},{"key":"65_CR11","doi-asserted-by":"crossref","unstructured":"Glocker, B., Komodakis, N., Tziritas, G., Navab, N., Paragios, N.: Dense image registration through mrfs and efficient linear programming. Medical Image Analysis 12(6), 731\u2013741 (2008), special issue on information processing in medical imaging 2007","DOI":"10.1016\/j.media.2008.03.006"},{"issue":"3","key":"65_CR12","doi-asserted-by":"publisher","first-page":"697","DOI":"10.1109\/TMI.2022.3213983","volume":"42","author":"A Hering","year":"2023","unstructured":"Hering, A., Hansen, L., Mok, T.C.W., Chung, A.C.S., Siebert, H., H\u00e4ger, S., Lange, A., Kuckertz, S., Heldmann, S., Shao, W., Vesal, S., Rusu, M., Sonn, G., Estienne, T., Vakalopoulou, M., Han, L., Huang, Y., Yap, P.T., Brudfors, M., Balbastre, Y., Joutard, S., Modat, M., Lifshitz, G., Raviv, D., Lv, J., Li, Q., Jaouen, V., Visvikis, D., Fourcade, C., Rubeaux, M., Pan, W., Xu, Z., Jian, B., De\u00a0Benetti, F., Wodzinski, M., Gunnarsson, N., Sj\u00f6lund, J., Grzech, D., Qiu, H., Li, Z., Thorley, A., Duan, J., Gro\u00dfbr\u00f6hmer, C., Hoopes, A., Reinertsen, I., Xiao, Y., Landman, B., Huo, Y., Murphy, K., Lessmann, N., van Ginneken, B., Dalca, A.V., Heinrich, M.P.: Learn2reg: Comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. IEEE Transactions on Medical Imaging 42(3), 697\u2013712 (2023). https:\/\/doi.org\/10.1109\/TMI.2022.3213983","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"65_CR13","unstructured":"Jaderberg, M., Simonyan, K., Zisserman, A., Kavukcuoglu, K.: Spatial transformer networks (2016)"},{"key":"65_CR14","unstructured":"Kingma, D.P., Ba, J.: Adam: A method for stochastic optimization (2017)"},{"issue":"11","key":"65_CR15","doi-asserted-by":"publisher","first-page":"7688","DOI":"10.1109\/TPAMI.2021.3115825","volume":"44","author":"R Liu","year":"2022","unstructured":"Liu, R., Li, Z., Fan, X., Zhao, C., Huang, H., Luo, Z.: Learning deformable image registration from optimization: Perspective, modules, bilevel training and beyond. IEEE Transactions on Pattern Analysis and Machine Intelligence 44(11), 7688\u20137704 (2022)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"65_CR16","first-page":"639","volume-title":"Medical Image Computing and Computer-Assisted Intervention - MICCAI 2004","author":"D Loeckx","year":"2004","unstructured":"Loeckx, D., Maes, F., Vandermeulen, D., Suetens, P.: Nonrigid image registration using free-form deformations with a local rigidity constraint. In: Barillot, C., Haynor, D.R., Hellier, P. (eds.) Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2004. pp. 639\u2013646. Springer Berlin Heidelberg, Berlin, Heidelberg (2004)"},{"key":"65_CR17","unstructured":"London, I.C.: Information extraction from images (2023), https:\/\/brain-development.org\/ixi-dataset\/"},{"key":"65_CR18","doi-asserted-by":"crossref","unstructured":"Marcus, D.S., Wang, T.H., Parker, J., Csernansky, J.G., Morris, J.C., Buckner, R.L.: Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI Data in Young, Middle Aged, Nondemented, and Demented Older Adults. Journal of Cognitive Neuroscience 19(9), 1498\u20131507 (09 2007)","DOI":"10.1162\/jocn.2007.19.9.1498"},{"key":"65_CR19","unstructured":"Centre\u00a0for Medical Image\u00a0Computing, University College\u00a0London, U.: Niftyreg (2023), http:\/\/cmictig.cs.ucl.ac.uk\/wiki\/index.php\/NiftyReg"},{"key":"65_CR20","unstructured":"Nazib, A., Fookes, C., Perrin, D.: A comparative analysis of registration tools: Traditional vs deep learning approach on high resolution tissue cleared data (2018)"},{"issue":"11","key":"65_CR21","doi-asserted-by":"publisher","first-page":"1421","DOI":"10.1109\/TMI.2002.803111","volume":"21","author":"D Shen","year":"2002","unstructured":"Shen, D., Davatzikos, C.: Hammer: hierarchical attribute matching mechanism for elastic registration. IEEE Transactions on Medical Imaging 21(11), 1421\u20131439 (2002)","journal-title":"IEEE Transactions on Medical Imaging"},{"key":"65_CR22","doi-asserted-by":"crossref","unstructured":"Shen, Z., Han, X., Xu, Z., Niethammer, M.: Networks for Joint Affine and Non-parametric Image Registration. arXiv e-prints arXiv:1903.08811 (Mar 2019)","DOI":"10.1109\/CVPR.2019.00435"},{"key":"65_CR23","first-page":"232","volume-title":"Medical Image Computing and Computer Assisted Intervention - MICCAI 2017","author":"H Sokooti","year":"2017","unstructured":"Sokooti, H., de\u00a0Vos, B., Berendsen, F., Lelieveldt, B.P.F., I\u0161gum, I., Staring, M.: Nonrigid image registration using multi-scale 3d convolutional neural networks. In: Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D.L., Duchesne, S. (eds.) Medical Image Computing and Computer Assisted Intervention - MICCAI 2017. pp. 232\u2013239. Springer International Publishing, Cham (2017)"},{"key":"65_CR24","unstructured":"University\u00a0of Southern\u00a0California, L.o.N.I.: Loni probabilistic brain atlas (lpba40) (2023), https:\/\/loni.usc.edu\/research\/atlases"},{"issue":"3","key":"65_CR25","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1016\/S1361-8415(98)80022-4","volume":"2","author":"JP Thirion","year":"1998","unstructured":"Thirion, J.P.: Image matching as a diffusion process: an analogy with maxwell\u2019s demons. Medical Image Analysis 2(3), 243\u2013260 (1998)","journal-title":"Medical Image Analysis"},{"key":"65_CR26","doi-asserted-by":"crossref","unstructured":"de\u00a0Vos, B.D., Berendsen, F.F., Viergever, M.A., Sokooti, H., Staring, M., I\u0161gum, I.: A deep learning framework for unsupervised affine and deformable image registration. Medical Image Analysis 52, 128\u2013143 (feb 2019)","DOI":"10.1016\/j.media.2018.11.010"},{"key":"65_CR27","doi-asserted-by":"crossref","unstructured":"Yang, X., Kwitt, R., Styner, M., Niethammer, M.: Quicksilver: Fast predictive image registration - a deep learning approach (2017)","DOI":"10.1016\/j.neuroimage.2017.07.008"},{"key":"65_CR28","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1007\/978-3-030-87202-1_13","volume-title":"Medical Image Computing and Computer Assisted Intervention - MICCAI 2021","author":"Y Zhang","year":"2021","unstructured":"Zhang, Y., Pei, Y., Zha, H.: Learning dual transformer network for diffeomorphic registration. In: de\u00a0Bruijne, M., Cattin, P.C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y., Essert, C. (eds.) Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2021. pp. 129\u2013138. Springer International Publishing, Cham (2021)"},{"key":"65_CR29","doi-asserted-by":"crossref","unstructured":"Zou, J., Gao, B., Song, Y., Qin, J.: A review of deep learning-based deformable medical image registration. Frontiers in Oncology 12 (2022)","DOI":"10.3389\/fonc.2022.1047215"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2024"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-72069-7_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,3]],"date-time":"2024-10-03T19:09:18Z","timestamp":1727982558000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-72069-7_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031720680","9783031720697"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-72069-7_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"4 October 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"MICCAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Medical Image Computing and Computer-Assisted Intervention","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Marrakesh","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Morocco","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 October 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 October 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miccai2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/conferences.miccai.org\/2024\/en\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}