{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T00:29:58Z","timestamp":1776040198499,"version":"3.50.1"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319471563","type":"print"},{"value":"9783319471570","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","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":[[2016]]},"DOI":"10.1007\/978-3-319-47157-0_7","type":"book-chapter","created":{"date-parts":[[2016,9,30]],"date-time":"2016-09-30T09:09:24Z","timestamp":1475226564000},"page":"53-60","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":25,"title":["Direct Estimation of Fiber Orientations Using Deep Learning in Diffusion Imaging"],"prefix":"10.1007","author":[{"given":"Simon","family":"Koppers","sequence":"first","affiliation":[]},{"given":"Dorit","family":"Merhof","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,10,1]]},"reference":[{"issue":"6","key":"7_CR1","doi-asserted-by":"publisher","first-page":"1350","DOI":"10.1002\/mrm.21917","volume":"61","author":"EJ Canales-Rodr\u00edguez","year":"2009","unstructured":"Canales-Rodr\u00edguez, E.J., Melie-Garc\u00eda, L., Iturria-Medina, Y.: Mathematical description of q-space in spherical coordinates: exact q-ball imaging. Magn. Reson. Med. 61(6), 1350\u20131367 (2009)","journal-title":"Magn. Reson. Med."},{"key":"7_CR2","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/j.neuroimage.2012.06.081","volume":"73","author":"DK Jones","year":"2013","unstructured":"Jones, D.K., Kn\u00f6sche, T.R., Turner, R.: White matter integrity, fiber count, and other fallacies: the do\u2019s and don\u2019ts of diffusion MRI. NeuroImage 73, 239\u2013254 (2013)","journal-title":"NeuroImage"},{"issue":"4","key":"7_CR3","doi-asserted-by":"publisher","first-page":"577","DOI":"10.1002\/mrm.10268","volume":"48","author":"DS Tuch","year":"2002","unstructured":"Tuch, D.S., Reese, T.G., Wiegell, M.R., Makris, N., Belliveau, J.W., Wedeen, J.: High Angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity. Magn. Reson. Med. 48(4), 577\u2013582 (2002)","journal-title":"Magn. Reson. Med."},{"issue":"5","key":"7_CR4","doi-asserted-by":"publisher","first-page":"1344","DOI":"10.1109\/TMI.2016.2551324","volume":"35","author":"D Golkov","year":"2016","unstructured":"Golkov, D., S\u00e4mann, P., Sperl, J.I., Sprenger, T., Czisch, M., Menzel, M.I., G\u00f3mez, P.A., Haase, A., Brox, T., Cremers, D.: Q-space deep learning: twelve-fold shorter and model-free diffusion MRI scans. IEEE Trans. Med. Imaging 35(5), 1344\u20131351 (2016)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"11","key":"7_CR5","doi-asserted-by":"publisher","first-page":"2747","DOI":"10.1002\/hbm.22099","volume":"34","author":"B Jeurissen","year":"2013","unstructured":"Jeurissen, B., Leemans, A., Tournier, J.D., Jones, D.K., Sijbers, J.: Investigating the prevalence of complex fiber configurations in white matter tissue with diffusion magnetic resonance imaging. Hum. Brain Mapp. 34(11), 2747\u20132766 (2013)","journal-title":"Hum. Brain Mapp."},{"key":"7_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1007\/978-3-319-24553-9_6","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015","author":"PF Neher","year":"2015","unstructured":"Neher, P.F., G\u00f6tz, M., Norajitra, T., Weber, C., Maier-Hein, K.H.: A machine learning based approach to fiber tractography using classifier voting. In: Navab, N., Hornegger, J., Wells, W.M., Frangi, A.F. (eds.) MICCAI 2015. LNCS, vol. 9349, pp. 45\u201352. Springer, Heidelberg (2015). doi:10.1007\/978-3-319-24553-9_6"},{"key":"7_CR7","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1007\/978-3-642-33454-2_61","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2012","author":"T Schultz","year":"2012","unstructured":"Schultz, T.: Learning a reliable estimate of the number of fiber directions in diffusion MRI. In: Ayache, N., Delingette, H., Golland, P., Mori, K. (eds.) MICCAI 2012. LNCS, vol. 7512, pp. 493\u2013500. Springer, Heidelberg (2012). doi:10.1007\/978-3-642-33454-2_61"},{"key":"7_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"674","DOI":"10.1007\/978-3-642-15705-9_82","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2010","author":"T Schultz","year":"2010","unstructured":"Schultz, T., Westin, C.-F., Kindlmann, G.: Multi-diffusion-tensor fitting via spherical deconvolution: a unifying framework. In: Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010. LNCS, vol. 6361, pp. 674\u2013681. Springer, Heidelberg (2010). doi:10.1007\/978-3-642-15705-9_82"},{"key":"7_CR9","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1016\/B978-0-12-374709-9.00004-3","volume-title":"Diffusion MRI","author":"Kiran K. Seunarine","year":"2009","unstructured":"Seunarine, K.K., Alexander, D.C.: Multiple fibers: beyond the diffusion tensor. In: Diffusion MRI: From Quantitative Measurement to In Vivo Neuroanatomy, vol. 1, pp. 55\u201372 (2009)"},{"issue":"6","key":"7_CR10","doi-asserted-by":"publisher","first-page":"1358","DOI":"10.1002\/mrm.20279","volume":"52","author":"DS Tuch","year":"2004","unstructured":"Tuch, D.S.: Q-ball imaging. Magn. Reson. Med. 52(6), 1358\u20131372 (2004)","journal-title":"Magn. Reson. Med."},{"key":"7_CR11","doi-asserted-by":"crossref","unstructured":"Vedaldi, A., Lenc, K.: MatConvNet: convolutional neural networks for MATLAB. In: Proceedings of 23rd ACM International Conference on Multimedia, pp. 689\u2013692. ACM (2015)","DOI":"10.1145\/2733373.2807412"}],"container-title":["Lecture Notes in Computer Science","Machine Learning in Medical Imaging"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-47157-0_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T12:10:13Z","timestamp":1710245413000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-47157-0_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319471563","9783319471570"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-47157-0_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"1 October 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MLMI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Machine Learning in Medical Imaging","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Athens","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 October 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 October 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mlmi-med2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}