{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T17:14:14Z","timestamp":1740158054334,"version":"3.37.3"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2020,5,6]],"date-time":"2020-05-06T00:00:00Z","timestamp":1588723200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,5,6]],"date-time":"2020-05-06T00:00:00Z","timestamp":1588723200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"crossref","award":["61502426","61379076"],"award-info":[{"award-number":["61502426","61379076"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"crossref","award":["No.201708330296"],"award-info":[{"award-number":["No.201708330296"]}],"id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Vis"],"published-print":{"date-parts":[[2020,6]]},"DOI":"10.1007\/s12650-020-00642-1","type":"journal-article","created":{"date-parts":[[2020,5,6]],"date-time":"2020-05-06T13:03:56Z","timestamp":1588770236000},"page":"491-506","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Visual interactive exploration and clustering of brain fiber tracts"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0955-5611","authenticated-orcid":false,"given":"Chaoqing","family":"Xu","sequence":"first","affiliation":[]},{"given":"Yi-Peng","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Zhechen","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Guodao","family":"Sun","sequence":"additional","affiliation":[]},{"given":"Li","family":"Jiang","sequence":"additional","affiliation":[]},{"given":"Ronghua","family":"Liang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,5,6]]},"reference":[{"issue":"1","key":"642_CR1","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1109\/TVCG.2017.2744322","volume":"24","author":"G Andrienko","year":"2018","unstructured":"Andrienko G, Andrienko N, Fuchs G, Garcia JMC (2018) Clustering trajectories by relevant parts for air traffic analysis. IEEE Trans Visual Comput Gr 24(1):34\u201344. https:\/\/doi.org\/10.1109\/TVCG.2017.2744322","journal-title":"IEEE Trans Visual Comput Gr"},{"key":"642_CR2","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1109\/VISUAL.2005.1532778","volume":"2005","author":"J Blaas","year":"2005","unstructured":"Blaas J, Botha CP, Peters B, Vos FM, Post FH (2005) Fast and reproducible fiber bundle selection in dti visualization. IEEE Visual 2005:59\u201364. https:\/\/doi.org\/10.1109\/VISUAL.2005.1532778","journal-title":"IEEE Visual"},{"key":"642_CR3","doi-asserted-by":"publisher","first-page":"518","DOI":"10.1007\/978-3-540-45210-2_47","volume-title":"Computer aided systems theory\u2014EUROCAST 2003","author":"A Brun","year":"2003","unstructured":"Brun A, Park H-J, Knutsson H, Westin C-F (2003) Coloring of dt-mri fiber traces using Laplacian eigenmaps. In: Moreno-D\u00edaz R, Pichler F (eds) Computer aided systems theory\u2014EUROCAST 2003. Springer, Berlin, pp 518\u2013529"},{"key":"642_CR4","doi-asserted-by":"publisher","first-page":"706","DOI":"10.1007\/978-3-642-33191-6_70","volume-title":"Advances in visual computing","author":"H Cai","year":"2012","unstructured":"Cai H, Chen J, Auchus AP, Correia S, Laidlaw DH (2012) Inshape: in-situ shape-based interactive multiple-view exploration of diffusion mri visualizations. In: Bebis G, Boyle R, Parvin B, Koracin D, Fowlkes C, Wang S, Choi M-H, Mantler S, Schulze J, Acevedo D, Mueller K, Papka M (eds) Advances in visual computing. Springer, Berlin, pp 706\u2013715"},{"key":"642_CR5","doi-asserted-by":"publisher","first-page":"59","DOI":"10.3389\/fninf.2014.00059","volume":"8","author":"M Chamberland","year":"2014","unstructured":"Chamberland M, Whittingstall K, Fortin D, Mathieu D, Descoteaux M (2014) Real-time multi-peak tractography for instantaneous connectivity display. Front Neuroinf 8:59. https:\/\/doi.org\/10.3389\/fninf.2014.00059","journal-title":"Front Neuroinf"},{"issue":"6","key":"642_CR6","doi-asserted-by":"publisher","first-page":"1433","DOI":"10.1109\/TVCG.2009.112","volume":"15","author":"W Chen","year":"2009","unstructured":"Chen W, Ding Z, Zhang S, MacKay-Brandt A, Correia S, Qu H, Crow JA, Tate DF, Yan Z, Peng Q (2009) A novel interface for interactive exploration of DTI fibers. IEEE Trans Visual Comput Gr 15(6):1433\u20131440. https:\/\/doi.org\/10.1109\/TVCG.2009.112","journal-title":"IEEE Trans Visual Comput Gr"},{"issue":"8","key":"642_CR7","doi-asserted-by":"publisher","first-page":"790","DOI":"10.1109\/34.400568","volume":"17","author":"Y Cheng","year":"1995","unstructured":"Cheng Y (1995) Mean shift, mode seeking, and clustering. IEEE Trans Pattern Anal Mach Intell 17(8):790\u2013799. https:\/\/doi.org\/10.1109\/34.400568","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"642_CR8","unstructured":"Demiralp C, Laidlaw DH (2009) Similarity coloring of DTI fiber tracts. In: Proceedings of DMFC Workshop at MICCAI"},{"issue":"3","key":"642_CR9","doi-asserted-by":"publisher","first-page":"433","DOI":"10.1109\/TVCG.2012.142","volume":"19","author":"S Eichelbaum","year":"2013","unstructured":"Eichelbaum S, Hlawitschka M, Scheuermann G (2013) LineAO\u2014improved three-dimensional line rendering. IEEE Trans Visual Comput Gr 19(3):433\u2013445. https:\/\/doi.org\/10.1109\/TVCG.2012.142","journal-title":"IEEE Trans Visual Comput Gr"},{"key":"642_CR10","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1109\/VISUAL.2005.1532777","volume":"2005","author":"F Enders","year":"2005","unstructured":"Enders F, Sauber N, Merhof D, Hastreiter P, Nimsky C, Stamminger M (2005) Visualization of white matter tracts with wrapped streamlines. IEEE Visual 2005:51\u201358. https:\/\/doi.org\/10.1109\/VISUAL.2005.1532777","journal-title":"IEEE Visual"},{"key":"642_CR11","unstructured":"Ester M, Kriegel H-P, Sander J, Xu X (1996) A density-based algorithm for discovering clusters a density-based algorithm for discovering clusters in large spatial databases with noise. In: Proceedings of the 2nd international conference on knowledge discovery and data mining, KDD\u201996. AAAI Press, pp 226\u2013231"},{"issue":"7","key":"642_CR12","doi-asserted-by":"publisher","first-page":"808","DOI":"10.1109\/TVCG.2015.2403323","volume":"21","author":"MH Everts","year":"2015","unstructured":"Everts MH, Begue E, Bekker H, Roerdink JBTM, Isenberg T (2015) Exploration of the brain\u2019s white matter structure through visual abstraction and multi-scale local fiber tract contraction. IEEE Trans Visual Comput Gr 21(7):808\u2013821. https:\/\/doi.org\/10.1109\/TVCG.2015.2403323","journal-title":"IEEE Trans Visual Comput Gr"},{"issue":"6","key":"642_CR13","doi-asserted-by":"publisher","first-page":"1299","DOI":"10.1109\/TVCG.2009.138","volume":"15","author":"MH Everts","year":"2009","unstructured":"Everts MH, Bekker H, Roerdink JBTM, Isenberg T (2009) Depth-dependent halos: illustrative rendering of dense line data. IEEE Trans Visual Comput Gr 15(6):1299\u20131306. https:\/\/doi.org\/10.1109\/TVCG.2009.138","journal-title":"IEEE Trans Visual Comput Gr"},{"key":"642_CR14","unstructured":"Everts MH, Bekker H, Roerdink JBTM, Isenberg T (2015) Interactive illustrative line styles and line style transfer functions for flow visualization"},{"key":"642_CR15","doi-asserted-by":"crossref","unstructured":"Ferreira N, Klosowski JT, Scheidegger C, Silva C (2012) Vector field k-means: Clustering trajectories by fitting multiple vector fields","DOI":"10.1111\/cgf.12107"},{"issue":"2","key":"642_CR16","doi-asserted-by":"publisher","first-page":"774","DOI":"10.1016\/j.neuroimage.2012.01.021","volume":"62","author":"B Fischl","year":"2012","unstructured":"Fischl B (2012) Freesurfer. NeuroImage 62(2):774\u2013781. https:\/\/doi.org\/10.1016\/j.neuroimage.2012.01.021 20 YEARS OF fMRI","journal-title":"NeuroImage"},{"issue":"4","key":"642_CR17","doi-asserted-by":"publisher","first-page":"120:1","DOI":"10.1145\/2461912.2461930","volume":"32","author":"T G\u00fcnther","year":"2013","unstructured":"G\u00fcnther T, R\u00f6ssl C, Theisel H (2013) Opacity optimization for 3d line fields. ACM Trans Gr 32(4):120:1\u2013120:8. https:\/\/doi.org\/10.1145\/2461912.2461930","journal-title":"ACM Trans Gr"},{"issue":"6","key":"642_CR18","doi-asserted-by":"publisher","first-page":"1449","DOI":"10.1109\/TVCG.2009.141","volume":"15","author":"R Jianu","year":"2009","unstructured":"Jianu R, Demiralp C, Laidlaw D (2009) Exploring 3d DTI fiber tracts with linked 2d representations. IEEE Trans Visual Comput Gr 15(6):1449\u20131456. https:\/\/doi.org\/10.1109\/TVCG.2009.141","journal-title":"IEEE Trans Visual Comput Gr"},{"issue":"6","key":"642_CR19","doi-asserted-by":"publisher","first-page":"978","DOI":"10.1109\/TVCG.2011.82","volume":"18","author":"R Jianu","year":"2012","unstructured":"Jianu R, Demiralp C, Laidlaw DH (2012) Exploring brain connectivity with two-dimensional neural maps. IEEE Trans Visual Comput Gr 18(6):978\u2013987. https:\/\/doi.org\/10.1109\/TVCG.2011.82","journal-title":"IEEE Trans Visual Comput Gr"},{"key":"642_CR20","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1016\/j.neuroimage.2014.04.048","volume":"100","author":"Y Jin","year":"2014","unstructured":"Jin Y, Shi Y, Zhan L, Gutman B, de Zubicaray G, McMahon K, Wright M, Toga A, Thompson P (2014) Automatic clustering of white matter fibers in brain diffusion MRI with an application to genetics. NeuroImage 100:75\u201390. https:\/\/doi.org\/10.1016\/j.neuroimage.2014.04.048","journal-title":"NeuroImage"},{"issue":"3pt2","key":"642_CR21","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1111\/j.1467-8659.2012.03100.x","volume":"31","author":"P Jorge","year":"2012","unstructured":"Jorge P, Eler DM, Paulovich FV, Minghim R (2012) Employing 2d projections for fast visual exploration of large fiber tracking data. Comput Gr Forum 31(3pt2):1075\u20131084. https:\/\/doi.org\/10.1111\/j.1467-8659.2012.03100.x","journal-title":"Comput Gr Forum"},{"issue":"9","key":"642_CR22","doi-asserted-by":"publisher","first-page":"1351","DOI":"10.1109\/TPAMI.2005.181","volume":"27","author":"KI Kim","year":"2005","unstructured":"Kim KI, Franz MO, Scholkopf B (2005) Iterative kernel principal component analysis for image modeling. IEEE Trans Pattern Anal Mach Intell 27(9):1351\u20131366. https:\/\/doi.org\/10.1109\/TPAMI.2005.181","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"642_CR23","unstructured":"Kuhn A, Lindow N, G\u00fcnther T, Wiebel A, Theisel H, Hege HC (2013) Trajectory density projection for vector field visualization"},{"issue":"C","key":"642_CR24","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1016\/j.ins.2015.04.045","volume":"330","author":"R Liang","year":"2016","unstructured":"Liang R, Wang Z, Zhang S, Feng Y, Jiang L, Ma X, Chen W, Tate DF (2016) Visual exploration of hardi fibers with probabilistic tracking. Inf Sci 330(C):483\u2013494. https:\/\/doi.org\/10.1016\/j.ins.2015.04.045","journal-title":"Inf Sci"},{"key":"642_CR25","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1109\/VISUAL.2005.1532772","volume":"2005","author":"O Mallo","year":"2005","unstructured":"Mallo O, Peikert R, Sigg C, Sadlo F (2005) Illuminated lines revisited. IEEE Visual 2005:19\u201326. https:\/\/doi.org\/10.1109\/VISUAL.2005.1532772","journal-title":"IEEE Visual"},{"issue":"5","key":"642_CR26","doi-asserted-by":"publisher","first-page":"1165","DOI":"10.1109\/TVCG.2006.197","volume":"12","author":"Z Melek","year":"2006","unstructured":"Melek Z, Mayerich D, Yuksel C, Keyser J (2006) Visualization of fibrous and thread-like data. IEEE Trans Visual Comput Gr 12(5):1165\u20131172. https:\/\/doi.org\/10.1109\/TVCG.2006.197","journal-title":"IEEE Trans Visual Comput Gr"},{"issue":"5","key":"642_CR27","first-page":"1032","volume":"27","author":"L O\u2019Donnell","year":"2006","unstructured":"O\u2019Donnell L, Kubicki M, Shenton M, Dreusicke M, Grimson W, Westin C (2006) A method for clustering white matter fiber tracts. Am J Neuroradiol 27(5):1032\u20131036","journal-title":"Am J Neuroradiol"},{"key":"642_CR28","doi-asserted-by":"publisher","unstructured":"Park SW, Yu H, Hotz I, Kreylos O, Linsen L, Hamann B (2006) Structure-accentuating dense flow visualization. In: Proceedings of the 8th Joint Eurographics\/IEEE VGTC Conference on Visualization, EUROVIS\u201906, pp. 163\u2013170. Eurographics Association, Aire-la-Ville. https:\/\/doi.org\/10.2312\/VisSym\/EuroVis06\/163-170","DOI":"10.2312\/VisSym\/EuroVis06\/163-170"},{"key":"642_CR29","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1016\/j.neuroimage.2014.04.033","volume":"97","author":"G Prasad","year":"2014","unstructured":"Prasad G, Joshi SH, Jahanshad N, Villalon-Reina J, Aganj I, Lenglet C, Sapiro G, McMahon KL, de Zubicaray GI, Martin NG, Wright MJ, Toga AW, Thompson PM (2014) Automatic clustering and population analysis of white matter tracts using maximum density paths. NeuroImage 97:284\u2013295. https:\/\/doi.org\/10.1016\/j.neuroimage.2014.04.033","journal-title":"NeuroImage"},{"issue":"3","key":"642_CR30","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1057\/palgrave.ivs.9500183","volume":"7","author":"S Rinzivillo","year":"2008","unstructured":"Rinzivillo S, Pedreschi D, Nanni M, Giannotti F, Andrienko N, Andrienko G (2008) Visually driven analysis of movement data by progressive clustering. Inf Visual 7(3):225\u2013239. https:\/\/doi.org\/10.1057\/palgrave.ivs.9500183","journal-title":"Inf Visual"},{"issue":"6191","key":"642_CR31","doi-asserted-by":"publisher","first-page":"1492","DOI":"10.1126\/science.1242072","volume":"344","author":"A Rodriguez","year":"2014","unstructured":"Rodriguez A, Laio A (2014) Clustering by fast search and find of density peaks. Science 344(6191):1492\u20131496. https:\/\/doi.org\/10.1126\/science.1242072","journal-title":"Science"},{"issue":"12","key":"642_CR32","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1371\/journal.pone.0083847","volume":"8","author":"C Ros","year":"2014","unstructured":"Ros C, G\u00fcllmar D, Stenzel M, Mentzel H-J, Reichenbach JR (2014) Atlas-guided cluster analysis of large tractography datasets. PLoS One 8(12):1\u201324. https:\/\/doi.org\/10.1371\/journal.pone.0083847","journal-title":"PLoS One"},{"issue":"4","key":"642_CR33","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1109\/TVCG.2005.59","volume":"11","author":"A Sherbondy","year":"2005","unstructured":"Sherbondy A, Akers D, Mackenzie R, Dougherty R, Wandell B (2005) Exploring connectivity of the brain\u2019s white matter with dynamic queries. IEEE Trans Visual Comput Gr 11(4):419\u2013430. https:\/\/doi.org\/10.1109\/TVCG.2005.59","journal-title":"IEEE Trans Visual Comput Gr"},{"issue":"10","key":"642_CR34","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1371\/journal.pone.0139434","volume":"10","author":"CMW Tax","year":"2015","unstructured":"Tax CMW, Chamberland M, van Stralen M, Viergever MA, Whittingstall K, Fortin D, Descoteaux M, Leemans A (2015) Seeing more by showing less: orientation-dependent transparency rendering for fiber tractography visualization. PLoS One 10(10):1\u201320. https:\/\/doi.org\/10.1371\/journal.pone.0139434","journal-title":"PLoS One"},{"key":"642_CR35","doi-asserted-by":"publisher","first-page":"596","DOI":"10.1016\/j.neuroimage.2014.08.021","volume":"102","author":"B Tun","year":"2014","unstructured":"Tun B, Parker WA, Ingalhalikar M, Verma R (2014) Automated tract extraction via atlas based adaptive clustering. NeuroImage 102:596\u2013607. https:\/\/doi.org\/10.1016\/j.neuroimage.2014.08.021","journal-title":"NeuroImage"},{"key":"642_CR36","doi-asserted-by":"publisher","unstructured":"Wei J, Yu H, Chen JH, Ma KL (Oct 2011) Parallel clustering for visualizing large scientific line data. In: 2011 IEEE Symposium on Large Data Analysis and Visualization, pp 47\u201355. https:\/\/doi.org\/10.1109\/LDAV.2011.6092316","DOI":"10.1109\/LDAV.2011.6092316"},{"issue":"3","key":"642_CR37","doi-asserted-by":"publisher","first-page":"1071","DOI":"10.1111\/j.1467-8659.2008.01244.x","volume":"27","author":"C Weri","year":"2008","unstructured":"Weri C, Song Z, Stephfan C, Ebert DS (2008) Abstractive representation and exploration of hierarchically clustered diffusion tensor fiber tracts. Comput Gr Forum 27(3):1071\u20131078. https:\/\/doi.org\/10.1111\/j.1467-8659.2008.01244.x","journal-title":"Comput Gr Forum"},{"issue":"2","key":"642_CR38","doi-asserted-by":"publisher","first-page":"961","DOI":"10.3233\/IFS-141378","volume":"28","author":"Y Zheng","year":"2015","unstructured":"Zheng Y, Jeon B, Xu D, Wu QJ, Zhang H (2015) Image segmentation by generalized hierarchical fuzzy c-means algorithm. J Intell Fuzzy Syst 28(2):961\u2013973. https:\/\/doi.org\/10.3233\/IFS-141378","journal-title":"J Intell Fuzzy Syst"}],"container-title":["Journal of Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-020-00642-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12650-020-00642-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-020-00642-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,23]],"date-time":"2022-10-23T05:32:49Z","timestamp":1666503169000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12650-020-00642-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,6]]},"references-count":38,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2020,6]]}},"alternative-id":["642"],"URL":"https:\/\/doi.org\/10.1007\/s12650-020-00642-1","relation":{},"ISSN":["1343-8875","1875-8975"],"issn-type":[{"type":"print","value":"1343-8875"},{"type":"electronic","value":"1875-8975"}],"subject":[],"published":{"date-parts":[[2020,5,6]]},"assertion":[{"value":"12 May 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 October 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 May 2020","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}