{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,31]],"date-time":"2025-03-31T22:47:34Z","timestamp":1743461254341,"version":"3.28.0"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T00:00:00Z","timestamp":1635724800000},"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":[[2021,11,1]]},"DOI":"10.1109\/embc46164.2021.9630850","type":"proceedings-article","created":{"date-parts":[[2021,12,9]],"date-time":"2021-12-09T21:24:16Z","timestamp":1639085056000},"page":"1051-1054","source":"Crossref","is-referenced-by-count":3,"title":["Deep Learning on SDF for Classifying Brain Biomarkers"],"prefix":"10.1109","author":[{"given":"Zhangsihao","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianfeng","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul M","family":"Thompson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yalin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1001\/archneurol.2011.70"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-0755-1"},{"article-title":"Adam: A method for stochastic optimization","year":"2014","author":"kingma","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2008.01189.x"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00459"},{"key":"ref15","article-title":"Fast marching farthest point sampling","author":"moenning","year":"2003","journal-title":"Technical Report"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2006.07.021"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00025"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.0b013e3181cb3e25"},{"article-title":"Pointnet++: Deep hierarchical feature learning on point sets in a metric space","year":"2017","author":"qi","key":"ref19"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298800"},{"article-title":"Shapenet: An information-rich 3d model repository","year":"2015","author":"chang","key":"ref4"},{"key":"ref27","first-page":"1912","article-title":"3d shapenets: A deep representation for volumetric shapes","author":"wu","year":"2015","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2007.04.381"},{"key":"ref6","first-page":"513","article-title":"Neighbourhood components analysis","volume":"17","author":"goldberger","year":"2004","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00609"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00961"},{"key":"ref7","volume":"1","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.14283\/jpad.2019.21"},{"article-title":"Submanifold sparse convolutional networks","year":"2017","author":"graham","key":"ref9"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.12.125"},{"key":"ref20","article-title":"Pointnet: Deep learning on point sets for 3d classification and segmentation","author":"qi","year":"2016","journal-title":"CoRR"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2015.00307"},{"key":"ref21","first-page":"234","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"2015","journal-title":"International Conference on Medical Image Computing and Computer-Assisted Intervention"},{"article-title":"Very deep convolutional networks for large-scale image recognition","year":"2014","author":"simonyan","key":"ref24"},{"key":"ref23","first-page":"233","article-title":"An important contribution to nonparametric discriminant analysis and density estimation: Commentary on fix and hodges (1951)","author":"silverman","year":"1951","journal-title":"International Statistical Review\/Revue Internationale de Statistique"},{"key":"ref26","article-title":"Predicting brain amyloid using multivariate morphometry statistics, sparse coding, and correntropy: Validation in 1,125 individuals from the adni and oasis databases","author":"wu","year":"2020","journal-title":"BioRxiv"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1097\/COH.0b013e32833ed177"}],"event":{"name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","start":{"date-parts":[[2021,11,1]]},"location":"Mexico","end":{"date-parts":[[2021,11,5]]}},"container-title":["2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9629355\/9629471\/09630850.pdf?arnumber=9630850","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:54:15Z","timestamp":1652201655000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9630850\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,1]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/embc46164.2021.9630850","relation":{},"subject":[],"published":{"date-parts":[[2021,11,1]]}}}