{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T19:36:48Z","timestamp":1775072208386,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1109\/embc.2019.8856845","type":"proceedings-article","created":{"date-parts":[[2019,10,8]],"date-time":"2019-10-08T00:51:21Z","timestamp":1570495881000},"page":"2087-2090","source":"Crossref","is-referenced-by-count":10,"title":["Prediction of Multiple Sclerosis Patient Disability from Structural Connectivity using Convolutional Neural Networks"],"prefix":"10.1109","author":[{"given":"Aldo","family":"Marzullo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gabriel","family":"Kocevar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claudio","family":"Stamile","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francesco","family":"Calimeri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giorgio","family":"Terracina","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francoise","family":"Durand-Dubief","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dominique","family":"Sappey-Marinier","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-27929-9_6"},{"key":"ref11","first-page":"436","volume":"521","author":"lecun","year":"2015","journal-title":"Deep learning Nature"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.09.046"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2017.00061"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2011.09.015"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22005"},{"key":"ref16","first-page":"249","article-title":"Understanding the difficulty of training deep feedforward neural networks","author":"glorot","year":"2010","journal-title":"Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics"},{"key":"ref17","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014"},{"key":"ref18","first-page":"80","article-title":"Individual comparisons by ranking methods, Biometrics bulletin","volume":"1","author":"wilcoxon","year":"1945"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2377-11-67"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/ana.1032"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.33.11.1444"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0895-4356(03)00260-9"},{"key":"ref8","article-title":"Graph based neural networks for automatic classification of multiple sclerosis clinical courses","author":"calimeri","year":"2018","journal-title":"Proceedings of the European Symposium on Artificial Neural Networks Computational Intelligence and Machine Learning (ESANN)"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.10.003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.46.4.907"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2016.00478"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-99906-7_3"}],"event":{"name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Berlin, Germany","start":{"date-parts":[[2019,7,23]]},"end":{"date-parts":[[2019,7,27]]}},"container-title":["2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8844528\/8856280\/08856845.pdf?arnumber=8856845","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,15]],"date-time":"2022-07-15T03:08:41Z","timestamp":1657854521000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8856845\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/embc.2019.8856845","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}