{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T21:11:17Z","timestamp":1777410677346,"version":"3.51.4"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2020,2,11]],"date-time":"2020-02-11T00:00:00Z","timestamp":1581379200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,2,11]],"date-time":"2020-02-11T00:00:00Z","timestamp":1581379200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100007076","name":"Fondazione Italiana per la Ricerca sul Cancro","doi-asserted-by":"publisher","award":["Investigator Grant 2013 num. 14486"],"award-info":[{"award-number":["Investigator Grant 2013 num. 14486"]}],"id":[{"id":"10.13039\/501100007076","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Med Biol Eng Comput"],"published-print":{"date-parts":[[2020,4]]},"DOI":"10.1007\/s11517-019-02109-4","type":"journal-article","created":{"date-parts":[[2020,2,11]],"date-time":"2020-02-11T11:03:01Z","timestamp":1581418981000},"page":"843-855","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["A multi-metric registration strategy for the alignment of longitudinal brain images in pediatric oncology"],"prefix":"10.1007","volume":"58","author":[{"given":"Eros","family":"Montin","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1955-0075","authenticated-orcid":false,"given":"Antonella","family":"Belfatto","sequence":"additional","affiliation":[]},{"given":"Marco","family":"Bologna","sequence":"additional","affiliation":[]},{"given":"Silvia","family":"Meroni","sequence":"additional","affiliation":[]},{"given":"Claudia","family":"Cavatorta","sequence":"additional","affiliation":[]},{"given":"Emilia","family":"Pecori","sequence":"additional","affiliation":[]},{"given":"Barbara","family":"Diletto","sequence":"additional","affiliation":[]},{"given":"Maura","family":"Massimino","sequence":"additional","affiliation":[]},{"given":"Maria Chiara","family":"Oprandi","sequence":"additional","affiliation":[]},{"given":"Geraldina","family":"Poggi","sequence":"additional","affiliation":[]},{"given":"Filippo","family":"Arrigoni","sequence":"additional","affiliation":[]},{"given":"Denis","family":"Peruzzo","sequence":"additional","affiliation":[]},{"given":"Emanuele","family":"Pignoli","sequence":"additional","affiliation":[]},{"given":"Lorenza","family":"Gandola","sequence":"additional","affiliation":[]},{"given":"Pietro","family":"Cerveri","sequence":"additional","affiliation":[]},{"given":"Luca","family":"Mainardi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,2,11]]},"reference":[{"key":"2109_CR1","doi-asserted-by":"publisher","first-page":"631","DOI":"10.1007\/s00381-013-2315-1","volume":"30","author":"A Horska","year":"2014","unstructured":"Horska A, Nidecker A, Intrapiromkul J, Tannazi F, Ardekani S, Brant LJ et al (2014) Diffusion tensor imaging of deep grey matter in children treated for brain malignancies. Childs Nerv Syst 30:631\u2013638","journal-title":"Childs Nerv Syst"},{"key":"2109_CR2","first-page":"3","volume":"10","author":"X Wang","year":"2009","unstructured":"Wang X, Li L, Hu C, Qiu J, Xu Z (2009) A comparative study of three CT and MRI registration algorithms in nasopharyngeal carcinoma. J Appl Med Phys 10:3\u201310","journal-title":"J Appl Med Phys"},{"key":"2109_CR3","first-page":"3","volume":"3","author":"Y Qian","year":"2014","unstructured":"Qian Y, Li M, Wei Q, Ren X (2014) A registration method for multimodal medical images using contours mutual information. Int J Adv Res Artif Intell 3:3\u20137","journal-title":"Int J Adv Res Artif Intell"},{"key":"2109_CR4","doi-asserted-by":"publisher","first-page":"967364","DOI":"10.1155\/S1110865703211239","volume":"5","author":"R Lundqvist","year":"2003","unstructured":"Lundqvist R, Bengtsson E, Thurfjell L (2003) A combined intensity and gradient-based similarity criterion for interindividual SPECT brain scan. Eurasip J Adv Signal Process 5:967364","journal-title":"Eurasip J Adv Signal Process"},{"key":"2109_CR5","doi-asserted-by":"publisher","first-page":"274","DOI":"10.2174\/1573405612666160920123955","volume":"13","author":"G Song","year":"2017","unstructured":"Song G, Han J, Zhao Y, Wang Z, Du H (2017) A review on medical image registration as an optimization problem. Curr Med Imaging Rev 13:274\u2013283. https:\/\/doi.org\/10.2174\/1573405612666160920123955","journal-title":"Curr Med Imaging Rev"},{"key":"2109_CR6","doi-asserted-by":"publisher","first-page":"R1","DOI":"10.1088\/0031-9155\/46\/3\/201","volume":"46","author":"DLG Hill","year":"2001","unstructured":"Hill DLG, Batchelor PG, Holden M, Hawkes DJ (2001) Medical image registration. Phys Med Biol 46:R1\u2013R45","journal-title":"Phys Med Biol"},{"key":"2109_CR7","doi-asserted-by":"crossref","unstructured":"Pluim JPW, Maintz AJB, Viergever MA (2000) Image registration by maximization of combined mutual information and gradient information. International Conference on Medical Image Computing and Computer-Assisted Intervention. pp 452\u2013461","DOI":"10.1007\/978-3-540-40899-4_46"},{"key":"2109_CR8","doi-asserted-by":"publisher","first-page":"163","DOI":"10.1016\/S1361-8415(96)80011-9","volume":"1","author":"C Studholme","year":"1996","unstructured":"Studholme C, Hill DLG, Hawkes DJ (1996) Automated 3-D registration of MR and CT images of the head. Med Image Anal 1:163\u2013175","journal-title":"Med Image Anal"},{"key":"2109_CR9","doi-asserted-by":"crossref","unstructured":"D\u2019Agostino E, Modersitzki J, Maes F, Vandermeulen D (2003) Free-form registration using mutual information and curvature regularization. International Workshop on Biomedical Image Registration, pp. 11\u201320","DOI":"10.1007\/978-3-540-39701-4_2"},{"key":"2109_CR10","doi-asserted-by":"crossref","unstructured":"Haber E, Modersitzki J (2005) Beyond mutual information : a simple and robust alternative. Bildverarbeitung f\u00fcr die Medizin, pp 350\u2013354","DOI":"10.1007\/3-540-26431-0_72"},{"key":"2109_CR11","doi-asserted-by":"crossref","unstructured":"Haber E, Modersitzki J (2006) Intensity gradient based registration and fusion of multi-modal images. International Conference on Medical Image Computing and Computer-Assisted Intervention, pp 726\u2013733","DOI":"10.1007\/11866763_89"},{"key":"2109_CR12","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1016\/S0031-3203(98)00091-0","volume":"32","author":"C Studholme","year":"1999","unstructured":"Studholme C, Hill DLG, Hawkes DJ (1999) An overlap invariant entropy measure of 3D medical image alignment. Pattern Recogn 32:71\u201386","journal-title":"Pattern Recogn"},{"key":"2109_CR13","doi-asserted-by":"crossref","unstructured":"Tang L, Hero A, Harmarneh G (2012) Locally-adaptive similarity metric for deformable medical image registration. International symposium on biomedical imaging, pp 728\u2013731","DOI":"10.1109\/ISBI.2012.6235651"},{"key":"2109_CR14","doi-asserted-by":"publisher","first-page":"757","DOI":"10.1109\/TIP.2014.2387019.Multimodal","volume":"24","author":"J Woo","year":"2015","unstructured":"Woo J, Stone M, Prince JL (2015) Multimodal registration via mutual information incorporating geometric and spatial context. IEEE Trans Image Process 24:757\u2013769. https:\/\/doi.org\/10.1109\/TIP.2014.2387019.Multimodal","journal-title":"IEEE Trans Image Process"},{"key":"2109_CR15","doi-asserted-by":"publisher","first-page":"965","DOI":"10.1002\/pbc.24295","volume":"59","author":"E Montin","year":"2012","unstructured":"Montin E, Meroni S, Arrigoni F, Potepan P, Anna A, Pecori E et al (2012) Validation of an image registration framework to investigate long term neurocognitive outcome correlated to radiation dose and diffusion-tensor mri information (DTI) in children focally irradiated for primitive malignant brain tumours. Pediatr Blood Cancer 59:965\u20131152","journal-title":"Pediatr Blood Cancer"},{"key":"2109_CR16","unstructured":"Montin E, Potepan P, Mainardi L (2012) A registration framework for evaluation of T1, T2 and DWI signal intensities in multiple myeloma. International conference on bio-inspired system and signal processing, pp 563\u2013566"},{"key":"2109_CR17","unstructured":"Montin E, Messina A, Mainardi L (2013) A full automatic method for the soft tissues sarcoma treatment response based on fuzzy logic. XIII Mediterranean Conference on Medical and Biological Engineering and Computing, pp 221\u2013224"},{"key":"2109_CR18","unstructured":"Montin E, Storelli L, Meroni S, Arrigoni F, Adducci A, Pecori E, et al (2014) Tuning and validation of an image registration procedure for pediatric MR images. 4th conference of Gruppo Nazionale di Bioingegneria, pp 25\u201327"},{"key":"2109_CR19","doi-asserted-by":"crossref","unstructured":"Montin E, Cutr\u00ec E, Spadola G, Testori A, Pennati G, Mainardi L (2015) Tuning of a deformable image registration procedure for skin component mechanical properties assessment. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), pp 6305\u20136308","DOI":"10.1109\/EMBC.2015.7319834"},{"key":"2109_CR20","doi-asserted-by":"crossref","unstructured":"Ruhaak J, Konig L, Hallmann M, Papenberg N, Heldmann S, Schumacher H, et al (2013) A fully parallel algorithm for multimodal image registration using normalized gradient fields. International Symposium on Biomedical Imaging (ISBI), pp 572\u2013575","DOI":"10.1109\/ISBI.2013.6556539"},{"key":"2109_CR21","doi-asserted-by":"publisher","first-page":"1516","DOI":"10.1109\/TMI.2010.2049270","volume":"29","author":"G Wollny","year":"2010","unstructured":"Wollny G, Ledesma-carbayo MJ, Kellman P, Santos A, Member S (2010) Exploiting quasiperiodicity in motion correction of free-breathing myocardial perfusion MRI. IEEE Trans Med Imaging 29:1516\u20131527","journal-title":"IEEE Trans Med Imaging"},{"key":"2109_CR22","doi-asserted-by":"crossref","unstructured":"Wollny G, Ledesma-carbayo MJ, Santos A (2010) An ITK implementation of the normalized gradient field image to image metric. Insight J","DOI":"10.54294\/8o16uw"},{"key":"2109_CR23","doi-asserted-by":"crossref","unstructured":"Mattes D, Haynor DR, Vesselle H, Lewellyn TK, Eubank W (2001) Nonrigid multimodality image registration. Med Imaging 2001 Image Process. 4322: 1609\u20131621","DOI":"10.1117\/12.431046"},{"key":"2109_CR24","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1007\/BF01582063","volume":"63","author":"RH Byrd","year":"1994","unstructured":"Byrd RH, Nocedal J, Schnabel RB (1994) Representations of quasi-Newton matrices and their use in limited memory methods. Math Program 63:129\u2013156","journal-title":"Math Program"},{"key":"2109_CR25","first-page":"586","volume":"85","author":"TS Yoo","year":"2002","unstructured":"Yoo TS, Ackerman MJ, Lorensen WE, Schroeder W, Chalana V, Aylward S, Metaxas D, Whitaker R (2002) Engineering and algorithm design for an image processing API : a technical report on ITK - the insight toolkit. Stud Health Technol Inform 85:586\u2013592","journal-title":"Stud Health Technol Inform"},{"key":"2109_CR26","unstructured":"Cocosco CA, Kollokian V, Kwan RK-S, Pike GB, Evans AC (1997) Brainweb: online interface to a 3D MRI simulated brain database. NeuroImage 5:425"},{"key":"2109_CR27","doi-asserted-by":"publisher","first-page":"463","DOI":"10.1109\/42.712135","volume":"17","author":"DL Collins","year":"1998","unstructured":"Collins DL, Zijdenbos AP, Kollokian V, Sled JG, Kabani NJ, Holmes CJ et al (1998) Design and construction of a realistic digital brain phantom. IEEE Trans Med Imaging 17:463\u2013468","journal-title":"IEEE Trans Med Imaging"},{"key":"2109_CR28","doi-asserted-by":"publisher","first-page":"2039","DOI":"10.1109\/TMI.2014.2330355","volume":"33","author":"Y Ou","year":"2014","unstructured":"Ou Y, Akbari H, Bilello M, Da X, Davatzikos C (2014) Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights. IEEE Trans Med Imaging IEEE 33:2039\u20132065. https:\/\/doi.org\/10.1109\/TMI.2014.2330355","journal-title":"IEEE Trans Med Imaging IEEE"},{"key":"2109_CR29","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1120\/jacmp.v14i6.4363","volume":"14","author":"N Stanley","year":"2013","unstructured":"Stanley N, Glide-Hurst C, Kim J, Adams J, Li S, Wen N et al (2013) Using patient-specific phantoms to evaluate deformable image registration algorithms for adaptive radiation therapy. J Appl Clin Med Phys 14:177\u2013194. https:\/\/doi.org\/10.1120\/jacmp.v14i6.4363","journal-title":"J Appl Clin Med Phys"},{"key":"2109_CR30","doi-asserted-by":"publisher","first-page":"667","DOI":"10.1007\/BF02351041","volume":"43","author":"J Stancanello","year":"2005","unstructured":"Stancanello J, Cavedon C, Francescon P, Cerveri P, Giancarlo F, Causin F et al (2005) CT-3D rotational angiography automatic registration : a sensitivity analysis. Med Biol Eng Comput 43:667\u2013671","journal-title":"Med Biol Eng Comput"},{"key":"2109_CR31","doi-asserted-by":"publisher","first-page":"3143","DOI":"10.1118\/1.2750970031","volume":"34","author":"J Stancanello","year":"2007","unstructured":"Stancanello J, Romanelli P, Sebastiano F, Modugno N, Muacevic A, Cerveri P et al (2007) Direct validation of atlas-based red nucleus identification for functional radiosurgery. Med Phys 34:3143\u20133148. https:\/\/doi.org\/10.1118\/1.2750970031","journal-title":"Med Phys"}],"container-title":["Medical &amp; Biological Engineering &amp; Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-019-02109-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11517-019-02109-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11517-019-02109-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,15]],"date-time":"2022-10-15T07:25:35Z","timestamp":1665818735000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11517-019-02109-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,2,11]]},"references-count":31,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2020,4]]}},"alternative-id":["2109"],"URL":"https:\/\/doi.org\/10.1007\/s11517-019-02109-4","relation":{},"ISSN":["0140-0118","1741-0444"],"issn-type":[{"value":"0140-0118","type":"print"},{"value":"1741-0444","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,2,11]]},"assertion":[{"value":"8 July 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 December 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 February 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}