{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T15:27:53Z","timestamp":1743002873261,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030203504"},{"type":"electronic","value":"9783030203511"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-20351-1_4","type":"book-chapter","created":{"date-parts":[[2019,5,22]],"date-time":"2019-05-22T11:53:24Z","timestamp":1558526004000},"page":"45-56","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Analyzing Brain Morphology on the Bag-of-Features Manifold"],"prefix":"10.1007","author":[{"given":"Laurent","family":"Chauvin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kuldeep","family":"Kumar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christian","family":"Desrosiers","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jacques","family":"De Guise","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"suffix":"III","given":"William","family":"Wells","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew","family":"Toews","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,22]]},"reference":[{"issue":"11","key":"4_CR1","doi-asserted-by":"publisher","first-page":"985","DOI":"10.1056\/NEJMp1316367","volume":"370","author":"GJ Annas","year":"2014","unstructured":"Annas, G.J., Elias, S.: 23andMe and the FDA. N. Engl. J. Med. 370(11), 985\u2013988 (2014)","journal-title":"N. Engl. J. Med."},{"key":"4_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"633","DOI":"10.1007\/978-3-642-40763-5_78","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2013","author":"T Brosch","year":"2013","unstructured":"Brosch, T., Tam, R.: Manifold learning of brain MRIs by deep learning. In: Mori, K., Sakuma, I., Sato, Y., Barillot, C., Navab, N. (eds.) MICCAI 2013. LNCS, vol. 8150, pp. 633\u2013640. Springer, Heidelberg (2013). \n                      https:\/\/doi.org\/10.1007\/978-3-642-40763-5_78"},{"key":"4_CR3","doi-asserted-by":"publisher","first-page":"e20178","DOI":"10.7554\/eLife.20178","volume":"6","author":"GL Colclough","year":"2017","unstructured":"Colclough, G.L., et al.: The heritability of multi-modal connectivity in human brain activity. eLife 6, e20178 (2017)","journal-title":"eLife"},{"key":"4_CR4","unstructured":"Csurka, G., Dance, C., Fan, L., Willamowski, J., Bray, C.: Visual categorization with bags of keypoints. In: Workshop on Statistical Learning in Computer Vision, ECCV, Prague, vol. 1, pp. 1\u20132 (2004)"},{"key":"4_CR5","doi-asserted-by":"crossref","unstructured":"Gardner, A., Kanno, J., Duncan, C.A., Selmic, R.: Measuring distance between unordered sets of different sizes. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 137\u2013143 (2014)","DOI":"10.1109\/CVPR.2014.25"},{"key":"4_CR6","doi-asserted-by":"crossref","unstructured":"Gerber, S., Tasdizen, T., Fletcher, P.T., Joshi, S., Whitaker, R., Alzheimers Disease Neuroimaging Initiative, et al.: Manifold modeling for brain population analysis. Med. Image Anal. 14(5), 643\u2013653 (2010)","DOI":"10.1016\/j.media.2010.05.008"},{"issue":"4","key":"4_CR7","doi-asserted-by":"publisher","first-page":"301","DOI":"10.1056\/NEJMp1006304","volume":"363","author":"MA Hamburg","year":"2010","unstructured":"Hamburg, M.A., Collins, F.S.: The path to personalized medicine. N. Engl. J. Med. 363(4), 301\u2013304 (2010)","journal-title":"N. Engl. J. Med."},{"key":"4_CR8","doi-asserted-by":"crossref","unstructured":"Kumar, K., Chauvin, L., Toews, M., Colliot, O., Desrosiers, C.: Multi-modal brain fingerprinting: a manifold approximation based framework. bioRxiv (2018)","DOI":"10.1101\/209726"},{"key":"4_CR9","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1016\/j.neuroimage.2017.06.083","volume":"158","author":"K Kumar","year":"2017","unstructured":"Kumar, K., Desrosiers, C., Siddiqi, K., Colliot, O., Toews, M.: Fiberprint: a subject fingerprint based on sparse code pooling for white matter fiber analysis. NeuroImage 158, 242\u2013259 (2017)","journal-title":"NeuroImage"},{"issue":"5323","key":"4_CR10","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1038\/234034a0","volume":"234","author":"M Levandowsky","year":"1971","unstructured":"Levandowsky, M., Winter, D.: Distance between Sets. Nature 234(5323), 34\u201335 (1971)","journal-title":"Nature"},{"issue":"2","key":"4_CR11","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"DG Lowe","year":"2004","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60(2), 91\u2013110 (2004)","journal-title":"Int. J. Comput. Vis."},{"key":"4_CR12","unstructured":"McCallum, A., Nigam, K., et al.: A comparison of event models for naive Bayes text classification. In: Workshop on Learning for Text Categorization, AAAI 1998, vol. 752, pp. 41\u201348. Citeseer (1998)"},{"issue":"11","key":"4_CR13","doi-asserted-by":"publisher","first-page":"2227","DOI":"10.1109\/TPAMI.2014.2321376","volume":"36","author":"M Muja","year":"2014","unstructured":"Muja, M., Lowe, D.G.: Scalable nearest neighbor algorithms for high dimensional data. IEEE Trans. Pattern Anal. Mach. Intell. 36(11), 2227\u20132240 (2014)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"4_CR14","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1016\/j.neuroimage.2016.07.027","volume":"145","author":"M Nieuwenhuis","year":"2017","unstructured":"Nieuwenhuis, M., et al.: Multi-center mri prediction models: predicting sex and illness course in first episode psychosis patients. NeuroImage 145, 246\u2013253 (2017)","journal-title":"NeuroImage"},{"key":"4_CR15","unstructured":"Ono, M., Kubik, S., Abernathey, C.: Atlas of the Cerebral Sulci (1990)"},{"key":"4_CR16","unstructured":"Ono, Y., Trulls, E., Fua, P., Yi, K.M.: LF-Net: learning local features from images. arXiv preprint \n                      arXiv:1805.09662\n                      \n                     (2018)"},{"issue":"39","key":"4_CR17","doi-asserted-by":"publisher","first-page":"E5749","DOI":"10.1073\/pnas.1604378113","volume":"113","author":"MR Sabuncu","year":"2016","unstructured":"Sabuncu, M.R., et al.: Morphometricity as a measure of the neuroanatomical signature of a trait. Proc. Natl. Acad. Sci. 113(39), E5749\u2013E5756 (2016)","journal-title":"Proc. Natl. Acad. Sci."},{"issue":"3","key":"4_CR18","doi-asserted-by":"publisher","first-page":"e1001779","DOI":"10.1371\/journal.pmed.1001779","volume":"12","author":"C Sudlow","year":"2015","unstructured":"Sudlow, C., et al.: UK biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age. PLoS Med. 12(3), e1001779 (2015)","journal-title":"PLoS Med."},{"key":"4_CR19","doi-asserted-by":"publisher","first-page":"1236","DOI":"10.1214\/aos\/1176348768","volume":"20","author":"GR Terrell","year":"1992","unstructured":"Terrell, G.R., Scott, D.W.: Variable kernel density estimation. Ann. Stat. 20, 1236\u20131265 (1992)","journal-title":"Ann. Stat."},{"issue":"12","key":"4_CR20","doi-asserted-by":"publisher","first-page":"1253","DOI":"10.1038\/nn758","volume":"4","author":"PM Thompson","year":"2001","unstructured":"Thompson, P.M., et al.: Genetic influences on brain structure. Nat. Neurosci. 4(12), 1253\u20131258 (2001)","journal-title":"Nat. Neurosci."},{"issue":"3","key":"4_CR21","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/j.media.2012.11.002","volume":"17","author":"M Toews","year":"2013","unstructured":"Toews, M., Wells, W.M.: Efficient and robust model-to-image alignment using 3D scale-invariant features. Med. Image Anal. 17(3), 271\u2013282 (2013)","journal-title":"Med. Image Anal."},{"key":"4_CR22","doi-asserted-by":"crossref","unstructured":"Toews, M., Wells, W.M.: How are siblings similar? How similar are siblings? Large-scale imaging genetics using local image features. In: 2016 IEEE 13th International Symposium on Biomedical Imaging, ISBI, pp. 847\u2013850. IEEE, April 2016","DOI":"10.1109\/ISBI.2016.7493398"},{"issue":"4","key":"4_CR23","doi-asserted-by":"publisher","first-page":"2222","DOI":"10.1016\/j.neuroimage.2012.02.018","volume":"62","author":"D Essen Van","year":"2012","unstructured":"Van Essen, D., et al.: The Human Connectome Project: a data acquisition perspective. NeuroImage 62(4), 2222\u20132231 (2012)","journal-title":"NeuroImage"},{"key":"4_CR24","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1016\/j.neuroimage.2015.01.032","volume":"109","author":"C Wachinger","year":"2015","unstructured":"Wachinger, C., Golland, P., Kremen, W., Fischl, B., Reuter, M.: BrainPrint: a discriminative characterization of brain morphology. NeuroImage 109, 232\u2013248 (2015)","journal-title":"NeuroImage"},{"key":"4_CR25","doi-asserted-by":"crossref","unstructured":"Wachinger, C., Toews, M., Langs, G., Wells, W., Golland, P.: Keypoint transfer for fast whole-body segmentation. IEEE Trans. Med. Imag. (2018)","DOI":"10.1109\/TMI.2018.2851194"}],"container-title":["Lecture Notes in Computer Science","Information Processing in Medical Imaging"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-20351-1_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,1,29]],"date-time":"2020-01-29T15:03:52Z","timestamp":1580310232000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-20351-1_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030203504","9783030203511"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-20351-1_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"22 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IPMI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Information Processing in Medical Imaging","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hong Kong","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 June 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 June 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ipmi2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ipmi2019.cse.ust.hk\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}