{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,19]],"date-time":"2026-07-19T08:17:30Z","timestamp":1784449050060,"version":"3.55.0"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T00:00:00Z","timestamp":1659312000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T00:00:00Z","timestamp":1659312000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T00:00:00Z","timestamp":1659312000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61871274"],"award-info":[{"award-number":["61871274"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61772118"],"award-info":[{"award-number":["61772118"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61801305"],"award-info":[{"award-number":["61801305"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["81571758"],"award-info":[{"award-number":["81571758"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61950410615"],"award-info":[{"award-number":["61950410615"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"National Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2020A1515010649"],"award-info":[{"award-number":["2020A1515010649"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"National Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2019A1515111205"],"award-info":[{"award-number":["2019A1515111205"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010226","name":"(Key) Project of Department of Education of Guangdong Province","doi-asserted-by":"publisher","award":["2019KZDZX1015"],"award-info":[{"award-number":["2019KZDZX1015"]}],"id":[{"id":"10.13039\/501100010226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012234","name":"Guangdong Laboratory of Artificial-Intelligence and Cyber-Economics (SZ), Shenzhen Peacock Plan","doi-asserted-by":"publisher","award":["KQTD2016053112051497"],"award-info":[{"award-number":["KQTD2016053112051497"]}],"id":[{"id":"10.13039\/501100012234","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012234","name":"Guangdong Laboratory of Artificial-Intelligence and Cyber-Economics (SZ), Shenzhen Peacock Plan","doi-asserted-by":"publisher","award":["KQTD2015033016104926"],"award-info":[{"award-number":["KQTD2015033016104926"]}],"id":[{"id":"10.13039\/501100012234","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ20190808165209410"],"award-info":[{"award-number":["JCYJ20190808165209410"]}]},{"name":"Shenzhen Key Basic Research Project","award":["20190808145011259"],"award-info":[{"award-number":["20190808145011259"]}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ20180507184647636"],"award-info":[{"award-number":["JCYJ20180507184647636"]}]},{"name":"Shenzhen Key Basic Research Project","award":["GJHZ20190822095414576"],"award-info":[{"award-number":["GJHZ20190822095414576"]}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ20170302153337765"],"award-info":[{"award-number":["JCYJ20170302153337765"]}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ20170302150411789"],"award-info":[{"award-number":["JCYJ20170302150411789"]}]},{"name":"Shenzhen Key Basic Research Project","award":["JCYJ-201703 02142515949"],"award-info":[{"award-number":["JCYJ-201703 02142515949"]}]},{"name":"Shenzhen Key Basic Research Project","award":["GCZX2017040715180580"],"award-info":[{"award-number":["GCZX2017040715180580"]}]},{"name":"Shenzhen Key Basic Research Project","award":["GJHZ20180-418190529516"],"award-info":[{"award-number":["GJHZ20180-418190529516"]}]},{"name":"Shenzhen Key Basic Research Project","award":["JSGG20180507183215520"],"award-info":[{"award-number":["JSGG20180507183215520"]}]},{"DOI":"10.13039\/501100002920","name":"Hong Kong Research Grants Council","doi-asserted-by":"publisher","award":["PolyU 152035\/17E"],"award-info":[{"award-number":["PolyU 152035\/17E"]}],"id":[{"id":"10.13039\/501100002920","id-type":"DOI","asserted-by":"publisher"}]},{"name":"AFF is supported by the RAEng Chair in Emerging Technologies","award":["CiET1819\/19"],"award-info":[{"award-number":["CiET1819\/19"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1109\/tnnls.2021.3052652","type":"journal-article","created":{"date-parts":[[2021,2,3]],"date-time":"2021-02-03T21:26:24Z","timestamp":1612387584000},"page":"3357-3371","source":"Crossref","is-referenced-by-count":43,"title":["Parkinson\u2019s Disease Classification and Clinical Score Regression via United Embedding and Sparse Learning From Longitudinal Data"],"prefix":"10.1109","volume":"33","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9983-8377","authenticated-orcid":false,"given":"Zhongwei","family":"Huang","sequence":"first","affiliation":[{"name":"Key Laboratory of Service Computing and Applications, Guangdong Province Key Laboratory of Popular High Performance Computers, Guangdong Province Engineering Center of China-made High Performance Data Computing System, Guangdong Laboratory of Artificial-Intelligence and Cyber-Economics, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Haijun","family":"Lei","sequence":"additional","affiliation":[{"name":"Key Laboratory of Service Computing and Applications, Guangdong Province Key Laboratory of Popular High Performance Computers, Guangdong Province Engineering Center of China-made High Performance Data Computing System, Guangdong Laboratory of Artificial-Intelligence and Cyber-Economics, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guoliang","family":"Chen","sequence":"additional","affiliation":[{"name":"Key Laboratory of Service Computing and Applications, Guangdong Province Key Laboratory of Popular High Performance Computers, Guangdong Province Engineering Center of China-made High Performance Data Computing System, Guangdong Laboratory of Artificial-Intelligence and Cyber-Economics, College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2675-528X","authenticated-orcid":false,"given":"Alejandro F.","family":"Frangi","sequence":"additional","affiliation":[{"name":"CISTIB Centre for Computational Imaging & Simulation Technologies in Biomedicine, School of Computing and School of Medicine, University of Leeds, Leeds, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1779-931X","authenticated-orcid":false,"given":"Yanwu","family":"Xu","sequence":"additional","affiliation":[{"name":"Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6110-7886","authenticated-orcid":false,"given":"Ahmed","family":"Elazab","sequence":"additional","affiliation":[{"name":"Computer Science Department, Misr Higher Institute for Commerce and Computers, Mansoura, Egypt"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2961-0860","authenticated-orcid":false,"given":"Jing","family":"Qin","sequence":"additional","affiliation":[{"name":"Centre for Smart Health, School of Nursing, Hong Kong Polytechnic University, HungHom, Hong Kong"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3087-2550","authenticated-orcid":false,"given":"Baiying","family":"Lei","sequence":"additional","affiliation":[{"name":"National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(14)61393-3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/mds.26424"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nrn983"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2014.3654"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2868420"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.2976825"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2794470"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2014.00168"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.005"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10168"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2466616"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00919-9_36"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.03.038"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.09.015"},{"key":"ref17","first-page":"507","article-title":"Laplacian score for feature selection","volume-title":"Proc. 18th Int. Conf. Neural Inf. Process. Syst.","author":"He"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04898-2_455"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2014.58"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v29i1.9211"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.05.078"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2015.10.008"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2018.04.002"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1038\/srep41069"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s11071-020-05691-7"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952700"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2016.05.054"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2018.2889398"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2940526"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2011.09.069"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2644718"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835848"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2010.2044958"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2272642"},{"key":"ref35","first-page":"871","article-title":"The Laplacian spectrum of graphs","volume":"2","author":"Mohar","year":"1991","journal-title":"Graph Theory, Combinatorics, Appl."},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.35.11.652"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/S0021-9290(96)00165-0"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2009.08.050"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2001.0978"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"782","DOI":"10.1016\/j.neuroimage.2011.09.015","article-title":"FSL","volume":"62","author":"Jenkinson","year":"2012","journal-title":"Neuroimage"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0068910"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awu159"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2015.00169"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2013.08.003"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awh569"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awx233"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.parkreldis.2018.02.013"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1002\/mds.22444"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00874"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2872852"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.04.041"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46720-7_32"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1101\/cshperspect.a008888"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhs072"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/9849214\/09345987.pdf?arnumber=9345987","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,10]],"date-time":"2024-01-10T00:23:05Z","timestamp":1704846185000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9345987\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8]]},"references-count":54,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2021.3052652","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,8]]}}}