{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T21:51:12Z","timestamp":1751406672185,"version":"3.37.3"},"reference-count":43,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2020,9,9]],"date-time":"2020-09-09T00:00:00Z","timestamp":1599609600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,9,9]],"date-time":"2020-09-09T00:00:00Z","timestamp":1599609600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Netw Model Anal Health Inform Bioinforma"],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1007\/s13721-020-00266-3","type":"journal-article","created":{"date-parts":[[2020,9,10]],"date-time":"2020-09-10T11:42:31Z","timestamp":1599738151000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Reconstruction of 5D cardiac MRI through the blood flow registration: simulation of the fifth dimension and assessment of the left ventricular ejection fraction"],"prefix":"10.1007","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8018-5129","authenticated-orcid":false,"given":"Houneida","family":"Sakly","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mourad","family":"Said","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Moncef","family":"Tagina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,9,9]]},"reference":[{"issue":"5","key":"266_CR1","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1109\/TMI.2003.812251","volume":"22","author":"S Ahn","year":"2003","unstructured":"Ahn S, Fessler JA (2003) Globally convergent image reconstruction for emission tomography using relaxed ordered subsets algorithms. IEEE Trans Med Imaging 22(5):613\u2013626. https:\/\/doi.org\/10.1109\/TMI.2003.812251","journal-title":"IEEE Trans Med Imaging"},{"issue":"12","key":"266_CR2","doi-asserted-by":"publisher","first-page":"6270","DOI":"10.1118\/1.4966133","volume":"43","author":"A Atehort\u00faa","year":"2016","unstructured":"Atehort\u00faa A, Zuluaga MA, Garc\u00eda JD, Romero E (2016) Automatic segmentation of right ventricle in cardiac cine MR images using a saliency analysis. Med Phys 43(12):6270. https:\/\/doi.org\/10.1118\/1.4966133","journal-title":"Med Phys"},{"key":"266_CR3","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-23035-6","volume-title":"Clinical Cardiac MRI","author":"J Bogaert","year":"2012","unstructured":"Bogaert J, Dymarkowski S, Taylor AM, Muthurangu V (2012) Clinical Cardiac MRI, 2nd edn. Springer, Berlin","edition":"2"},{"issue":"12","key":"266_CR4","doi-asserted-by":"publisher","first-page":"749","DOI":"10.1097\/RLI.0b013e3181b2c135","volume":"44","author":"AC Bunck","year":"2009","unstructured":"Bunck AC et al (2009) Feasibility of functional cardiac MR imaging in mice using a clinical 3 Tesla whole body scanner. Invest Radiol 44(12):749\u2013756. https:\/\/doi.org\/10.1097\/RLI.0b013e3181b2c135","journal-title":"Invest Radiol"},{"issue":"4","key":"266_CR5","doi-asserted-by":"publisher","first-page":"310","DOI":"10.1016\/j.zemedi.2017.04.006","volume":"27","author":"\u00c5 Carlsson","year":"2017","unstructured":"Carlsson \u00c5, Sohlin MC, Lagerstrand KM, Aronsson EF, Ljungberg M (2017) The influence of cardiac triggering time and an optimization strategy for improved cardiac MR spectroscopy. Z Med Phys 27(4):310\u2013317. https:\/\/doi.org\/10.1016\/j.zemedi.2017.04.006","journal-title":"Z Med Phys"},{"issue":"2","key":"266_CR6","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1038\/nmeth.4134","volume":"14","author":"F Cutrale","year":"2017","unstructured":"Cutrale F et al (2017) Hyperspectral phasor analysis enables multiplexed 5D in vivo imaging. Nat Methods 14(2):149\u2013152. https:\/\/doi.org\/10.1038\/nmeth.4134","journal-title":"Nat Methods"},{"issue":"61","key":"266_CR7","first-page":"946","volume":"20","author":"T Dart","year":"2003","unstructured":"Dart T, Chatellier G (2003) How to describe the distribution of a variable? Rev Respir Dis 20(61):946\u2013951","journal-title":"Rev Respir Dis"},{"issue":"3","key":"266_CR8","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1016\/j.radonc.2017.01.008","volume":"122","author":"F Duane","year":"2017","unstructured":"Duane F et al (2017) A cardiac contouring atlas for radiotherapy. Radiother Oncol J Eur Soc Ther Radiol Oncol 122(3):416\u2013422. https:\/\/doi.org\/10.1016\/j.radonc.2017.01.008","journal-title":"Radiother Oncol J Eur Soc Ther Radiol Oncol"},{"key":"266_CR9","unstructured":"Farncombe T, King M, Celler A, Blinder S (2020) A fully 4D expectation maximization algorithm using gaussian diffusion based detector response for slow camera rotation dynamic SPECT 1."},{"issue":"3","key":"266_CR10","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1016\/j.nuclcard.2006.03.004","volume":"13","author":"B Feng","year":"2006","unstructured":"Feng B et al (2006) Simultaneous assessment of cardiac perfusion and function using 5-dimensional imaging with Tc-99m teboroxime. J Nucl Cardiol Off Publ Am Soc Nucl Cardiol 13(3):354\u2013361. https:\/\/doi.org\/10.1016\/j.nuclcard.2006.03.004","journal-title":"J Nucl Cardiol Off Publ Am Soc Nucl Cardiol"},{"key":"266_CR11","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.26745","author":"L Feng","year":"2017","unstructured":"Feng L et al (2017) 5D whole-heart sparse MRI. Magn Reson Med. https:\/\/doi.org\/10.1002\/mrm.26745","journal-title":"Magn Reson Med"},{"key":"266_CR12","doi-asserted-by":"publisher","first-page":"362","DOI":"10.1016\/j.precisioneng.2016.09.010","volume":"47","author":"M Franaszek","year":"2017","unstructured":"Franaszek M, Cheok GS (2017) Selection of fiducial locations and performance metrics for point-based rigid-body registration. Precis Eng 47:362\u2013374. https:\/\/doi.org\/10.1016\/j.precisioneng.2016.09.010","journal-title":"Precis Eng"},{"issue":"18","key":"266_CR13","doi-asserted-by":"publisher","first-page":"23366","DOI":"10.1364\/OE.26.023366","volume":"26","author":"S Heist","year":"2018","unstructured":"Heist S, Zhang C, Reichwald K, K\u00fchmstedt P, Notni G, T\u00fcnnermann A (2018) 5D hyperspectral imaging: fast and accurate measurement of surface shape and spectral characteristics using structured light. Opt Express 26(18):23366\u201323379. https:\/\/doi.org\/10.1364\/OE.26.023366","journal-title":"Opt Express"},{"key":"266_CR14","doi-asserted-by":"publisher","first-page":"44945","DOI":"10.1038\/srep44945","volume":"7","author":"YS Huang","year":"2017","unstructured":"Huang YS et al (2017) 5D imaging via light sheet microscopy reveals cell dynamics during the eye-antenna disc primordium formation in Drosophila. Sci Rep 7:44945. https:\/\/doi.org\/10.1038\/srep44945","journal-title":"Sci Rep"},{"key":"266_CR15","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2005.1530501","author":"M Jin","year":"2005","unstructured":"Jin M, Yang Y, Wernick MN (2005) Reconstruction of cardiac-gated dynamic SPECT images. IEEE Int Conf Image Process. https:\/\/doi.org\/10.1109\/ICIP.2005.1530501","journal-title":"IEEE Int Conf Image Process"},{"key":"266_CR16","doi-asserted-by":"publisher","unstructured":"Jin M, Yang Y, Wernick MN, King MA (2006a) Motion-compensated dynamic image reconstruction for gated cardiac SPECT. In: 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006. pp 267\u2013270, https:\/\/doi.org\/10.1109\/ISBI.2006.1624904","DOI":"10.1109\/ISBI.2006.1624904"},{"issue":"11","key":"266_CR17","doi-asserted-by":"publisher","first-page":"4384","DOI":"10.1118\/1.2358201","volume":"33","author":"M Jin","year":"2006","unstructured":"Jin M, Yang Y, King MA (2006) Reconstruction of dynamic gated cardiac SPECT. Med Phys 33(11):4384\u20134394. https:\/\/doi.org\/10.1118\/1.2358201","journal-title":"Med Phys"},{"key":"266_CR18","doi-asserted-by":"publisher","unstructured":"Jin M, Yang Y, Wernick M, King M (2006c) Fast dynamic image reconstruction for gated cardiac SPECT. 4:2281\u20132284, https:\/\/doi.org\/10.1109\/NSSMIC.2006.354368.","DOI":"10.1109\/NSSMIC.2006.354368"},{"key":"266_CR19","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1016\/j.ejmp.2019.01.003","volume":"58","author":"SJW Kim","year":"2019","unstructured":"Kim SJW et al (2019) Multi-atlas cardiac PET segmentation. Phys Medica PM Int J Devoted Appl Phys Med Biol Off J Ital Assoc Biomed Phys AIFB 58:32\u201339. https:\/\/doi.org\/10.1016\/j.ejmp.2019.01.003","journal-title":"Phys Medica PM Int J Devoted Appl Phys Med Biol Off J Ital Assoc Biomed Phys AIFB"},{"issue":"1","key":"266_CR20","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1002\/mrm.27032","volume":"80","author":"F Kording","year":"2018","unstructured":"Kording F et al (2018) Doppler ultrasound triggering for cardiac MRI at 7T. Magn Reson Med 80(1):239\u2013247. https:\/\/doi.org\/10.1002\/mrm.27032","journal-title":"Magn Reson Med"},{"key":"266_CR21","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0135715","author":"J Lebenberg","year":"2015","unstructured":"Lebenberg J et al (2015) Improved estimation of cardiac function parameters using a combination of independent automated segmentation results in cardiovascular magnetic resonance imaging. PLoS ONE. https:\/\/doi.org\/10.1371\/journal.pone.0135715","journal-title":"PLoS ONE"},{"issue":"1","key":"266_CR22","doi-asserted-by":"publisher","first-page":"25","DOI":"10.3233\/XST-140467","volume":"23","author":"Y-H Lin","year":"2015","unstructured":"Lin Y-H, Lin K-P, Huang S-M, Lu H-T, Lin T-H, Huang T-C (2015) Left ventricle segmentation in dynamic cardiac CT using random walks method. J X-Ray Sci Technol 23(1):25\u201331. https:\/\/doi.org\/10.3233\/XST-140467","journal-title":"J X-Ray Sci Technol"},{"issue":"5","key":"266_CR23","doi-asserted-by":"publisher","first-page":"542","DOI":"10.1016\/j.gmod.2014.04.003","volume":"76","author":"Y Liu","year":"2014","unstructured":"Liu Y, Zhou W, Yang Z, Deng J, Liu L (2014) Globally consistent rigid registration. Graph Models 76(5):542\u2013553. https:\/\/doi.org\/10.1016\/j.gmod.2014.04.003","journal-title":"Graph Models"},{"issue":"3","key":"266_CR24","doi-asserted-by":"publisher","first-page":"921","DOI":"10.1016\/j.ijrobp.2005.03.070","volume":"63","author":"DA Low","year":"2005","unstructured":"Low DA et al (2005) Novel breathing motion model for radiotherapy. Int J Radiat Oncol 63(3):921\u2013929. https:\/\/doi.org\/10.1016\/j.ijrobp.2005.03.070","journal-title":"Int J Radiat Oncol"},{"issue":"5","key":"266_CR25","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1001\/jamacardio.2019.0849","volume":"4","author":"M Minamisawa","year":"2019","unstructured":"Minamisawa M et al (2019) Association of patisiran, an RNA interference therapeutic, with regional left ventricular myocardial strain in hereditary transthyretin amyloidosis: the APOLLO study. JAMA Cardiol 4(5):466\u2013472. https:\/\/doi.org\/10.1001\/jamacardio.2019.0849","journal-title":"JAMA Cardiol"},{"issue":"9","key":"266_CR26","doi-asserted-by":"publisher","first-page":"5102","DOI":"10.1118\/1.3481507","volume":"37","author":"X Niu","year":"2010","unstructured":"Niu X, Yang Y, King MA, Wernick MN (2010a) Detectability of perfusion defect in five-dimensional gated-dynamic cardiac SPECT images. Med Phys 37(9):5102\u20135112. https:\/\/doi.org\/10.1118\/1.3481507","journal-title":"Med Phys"},{"issue":"6","key":"266_CR27","doi-asserted-by":"publisher","first-page":"1085","DOI":"10.1109\/TNS.2010.2047731","volume":"57","author":"X Niu","year":"2010","unstructured":"Niu X, Yang Y, Jin M, Wernick MN, King MA (2010) Regularized fully 5D reconstruction of cardiac gated dynamic SPECT images. IEEE Trans Nucl Sci 57(6):1085\u20131095. https:\/\/doi.org\/10.1109\/TNS.2010.2047731","journal-title":"IEEE Trans Nucl Sci"},{"issue":"5","key":"266_CR28","doi-asserted-by":"publisher","first-page":"2665","DOI":"10.1002\/mrm.26923","volume":"79","author":"F Odille","year":"2018","unstructured":"Odille F et al (2018) Isotropic 3D cardiac cine MRI allows efficient sparse segmentation strategies based on 3D surface reconstruction. Magn Reson Med 79(5):2665\u20132675. https:\/\/doi.org\/10.1002\/mrm.26923","journal-title":"Magn Reson Med"},{"issue":"5","key":"266_CR29","doi-asserted-by":"publisher","first-page":"104","DOI":"10.1007\/s10916-019-1227-3","volume":"43","author":"C Priya","year":"2019","unstructured":"Priya C, Sudha S (2019) Adaptive fruitfly based modified region growing algorithm for cardiac fat segmentation using optimal neural network. J Med Syst 43(5):104. https:\/\/doi.org\/10.1007\/s10916-019-1227-3","journal-title":"J Med Syst"},{"issue":"1","key":"266_CR30","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1148\/rg.261055066","volume":"26","author":"A Rosset","year":"2006","unstructured":"Rosset A, Spadola L, Pysher L, Ratib O (2006) Informatics in radiology (infoRAD): navigating the fifth dimension: innovative interface for multidimensional multimodality image navigation. Radiogr Rev Publ Radiol Soc N Am Inc 26(1):299\u2013308. https:\/\/doi.org\/10.1148\/rg.261055066","journal-title":"Radiogr Rev Publ Radiol Soc N Am Inc"},{"key":"266_CR31","doi-asserted-by":"publisher","DOI":"10.1615\/JFlowVisImageProc.2018027194","author":"H Sakly","year":"2019","unstructured":"Sakly H, Mahmoudi R, Akil M, Said M, Tagina M (2019) Moving towards a 5D cardiac model. J Flow Vis Image Process. https:\/\/doi.org\/10.1615\/JFlowVisImageProc.2018027194","journal-title":"J Flow Vis Image Process."},{"key":"266_CR32","unstructured":"Sakly H, Said M, Tagina M (2020a) Computer methods and programs for medical decision making: 5D cardiac model. Bd. Cuza-Voda, of. 21, Chisinau, Republic of Moldova, Europe: Eliva Press"},{"key":"266_CR33","doi-asserted-by":"publisher","first-page":"105382","DOI":"10.1016\/j.cmpb.2020.105382","volume":"191","author":"H Sakly","year":"2020","unstructured":"Sakly H, Said M, Radhouane S, Tagina M (2020b) Medical decision making for 5D cardiac model: template matching technique and simulation of the fifth dimension. Comput Methods Programs Biomed 191:105382. https:\/\/doi.org\/10.1016\/j.cmpb.2020.105382","journal-title":"Comput Methods Programs Biomed"},{"key":"266_CR34","doi-asserted-by":"publisher","first-page":"105382","DOI":"10.1016\/j.cmpb.2020.105382","volume":"191","author":"H Sakly","year":"2020","unstructured":"Sakly H, Said M, Radhouane S, Tagina M (2020) Medical decision making for 5D cardiac model: Template matching technique and simulation of the fifth dimension. Comput Methods Programs Biomed 191:105382. https:\/\/doi.org\/10.1016\/j.cmpb.2020.105382","journal-title":"Comput Methods Programs Biomed"},{"issue":"1","key":"266_CR35","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1002\/jmri.20820","volume":"25","author":"A Sigfridsson","year":"2007","unstructured":"Sigfridsson A, Kvitting J-PE, Knutsson H, Wigstr\u00f6m L (2007) Five-dimensional MRI incorporating simultaneous resolution of cardiac and respiratory phases for volumetric imaging. J Magn Reson Imaging JMRI 25(1):113\u2013121. https:\/\/doi.org\/10.1002\/jmri.20820","journal-title":"J Magn Reson Imaging JMRI"},{"issue":"6","key":"266_CR36","doi-asserted-by":"publisher","first-page":"2118","DOI":"10.1002\/mrm.27898","volume":"82","author":"LD Sopra","year":"2019","unstructured":"Sopra LD, Piccini D, Coppo S, Stuber M, Yerly J (2019) An automated approach to fully self-gated free-running cardiac and respiratory motion-resolved 5D whole-heart MRI. Magn Reson Med 82(6):2118\u20132132. https:\/\/doi.org\/10.1002\/mrm.27898","journal-title":"Magn Reson Med"},{"key":"266_CR37","doi-asserted-by":"crossref","first-page":"301","DOI":"10.1016\/B978-0-12-397025-1.00299-2","volume-title":"Brain mapping","author":"J Tohka","year":"2015","unstructured":"Tohka J (2015) Rigid-body registration. In: Toga AW (ed) Brain mapping. Academic Press, Waltham, pp 301\u2013305"},{"key":"266_CR38","doi-asserted-by":"publisher","unstructured":"Tokuhisa S, Kaneko K (2010) Automatic parameter regulation for CT\/MRA viscous fluid registration. In: TENCON 2010\u20142010 IEEE Region 10 Conference, pp 216\u2013221, https:\/\/doi.org\/10.1109\/TENCON.2010.5685991.","DOI":"10.1109\/TENCON.2010.5685991"},{"issue":"1","key":"266_CR39","doi-asserted-by":"publisher","first-page":"4751","DOI":"10.1038\/s41467-018-07046-8","volume":"9","author":"A Vamvakeros","year":"2018","unstructured":"Vamvakeros A et al (2018) 5D operando tomographic diffraction imaging of a catalyst bed. Nat Commun 9(1):4751. https:\/\/doi.org\/10.1038\/s41467-018-07046-8","journal-title":"Nat Commun"},{"key":"266_CR40","volume-title":"Imagerie cardiaque: scanner et IRM","author":"O Vignaux","year":"2011","unstructured":"Vignaux O (2011) Imagerie cardiaque: scanner et IRM, 2nd edn. Elsevier, Masson","edition":"2"},{"issue":"1","key":"266_CR41","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1186\/s12968-019-0549-0","volume":"21","author":"J Walheim","year":"2019","unstructured":"Walheim J, Dillinger H, Kozerke S (2019) Multipoint 5D flow cardiovascular magnetic resonance\u2013accelerated cardiac- and respiratory-motion resolved mapping of mean and turbulent velocities. J Cardiovasc Magn Reson Off J Soc Cardiovasc Magn Reson 21(1):42. https:\/\/doi.org\/10.1186\/s12968-019-0549-0","journal-title":"J Cardiovasc Magn Reson Off J Soc Cardiovasc Magn Reson"},{"issue":"1","key":"266_CR42","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1109\/TVCG.2004.1260760","volume":"10","author":"Z Xie","year":"2004","unstructured":"Xie Z, Farin GE (2004) Image registration using hierarchical B-splines. IEEE Trans Vis Comput Graph 10(1):85\u201394. https:\/\/doi.org\/10.1109\/TVCG.2004.1260760","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"1","key":"266_CR43","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1016\/j.radonc.2016.11.016","volume":"122","author":"R Zhou","year":"2017","unstructured":"Zhou R et al (2017) Cardiac atlas development and validation for automatic segmentation of cardiac substructures. Radiother Oncol J Eur Soc Ther Radiol Oncol 122(1):66\u201371. https:\/\/doi.org\/10.1016\/j.radonc.2016.11.016","journal-title":"Radiother Oncol J Eur Soc Ther Radiol Oncol"}],"container-title":["Network Modeling Analysis in Health Informatics and Bioinformatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13721-020-00266-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s13721-020-00266-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s13721-020-00266-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,9,8]],"date-time":"2021-09-08T23:50:10Z","timestamp":1631145010000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s13721-020-00266-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,9]]},"references-count":43,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,12]]}},"alternative-id":["266"],"URL":"https:\/\/doi.org\/10.1007\/s13721-020-00266-3","relation":{},"ISSN":["2192-6662","2192-6670"],"issn-type":[{"type":"print","value":"2192-6662"},{"type":"electronic","value":"2192-6670"}],"subject":[],"published":{"date-parts":[[2020,9,9]]},"assertion":[{"value":"8 February 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 August 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 August 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 September 2020","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"All authors declare that there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"61"}}