{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T17:56:48Z","timestamp":1760551008528,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,8,24]],"date-time":"2019-08-24T00:00:00Z","timestamp":1566604800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Shanghai Science and Technology Committee","award":["1944190700"],"award-info":[{"award-number":["1944190700"]}]},{"name":"SJTU Global Strategic Partnership Fund (2019 SJTU-KTH)"},{"name":"National Natural Science Foundation of China","award":["31870941"],"award-info":[{"award-number":["31870941"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,8,24]]},"DOI":"10.1145\/3364836.3364876","type":"proceedings-article","created":{"date-parts":[[2019,12,23]],"date-time":"2019-12-23T13:04:52Z","timestamp":1577106292000},"page":"202-207","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Post-Operative Electrode Placement Prediction in Deep Brain Stimulation Using Support Vector Regression"],"prefix":"10.1145","author":[{"given":"Alexa","family":"Singer","sequence":"first","affiliation":[{"name":"Institute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chencheng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Functional Neurosurgery, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Functional Neurosurgery, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suhao","family":"Qiu","sequence":"additional","affiliation":[{"name":"Institute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dianyou","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Functional Neurosurgery, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yiping","family":"Du","sequence":"additional","affiliation":[{"name":"Institute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhi-Pei","family":"Liang","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pawel","family":"Herman","sequence":"additional","affiliation":[{"name":"School of Electrical Engineering and Computer Science (EECS), Division of Computational Science and Technology (CST), KTH Royal Institute of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bomin","family":"Sun","sequence":"additional","affiliation":[{"name":"Department of Functional Neurosurgery, Ruijin Hospital affiliated to Shanghai Jiao Tong University School of Medicine"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Feng","sequence":"additional","affiliation":[{"name":"Institute for Medical Imaging Technology, School of Biomedical Engineering, Shanghai Jiao Tong University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,8,24]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-150795"},{"key":"e_1_3_2_1_2_1","volume-title":"LIBSVM: A Library for Support Vector Machines. ACM Transactions on Intelligent Systems and Technology.","author":"CHANG C.C","year":"2001","unstructured":"CHANG C.C , L.C. J. , 2001 . LIBSVM: A Library for Support Vector Machines. ACM Transactions on Intelligent Systems and Technology. CHANG C.C, L.C.J., 2001. LIBSVM: A Library for Support Vector Machines. ACM Transactions on Intelligent Systems and Technology."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760128081"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11682-016-9656-9"},{"key":"e_1_3_2_1_5_1","unstructured":"ROFFO G. 2016. Feature Selection Library (matlab toolbox). arXiv preprint arXiv: 1607.01327.  ROFFO G. 2016. Feature Selection Library (matlab toolbox). arXiv preprint arXiv: 1607.01327."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.08.007"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.3233\/JPD-179007"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/795624"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2017.10.004"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-013-0911-x"},{"key":"#cr-split#-e_1_3_2_1_12_1.1","doi-asserted-by":"crossref","unstructured":"MALONE I.B. LEUNG K.K. CLEGG S. BARNES J. WHITWELL J.L. ASHBURNER J. FOX N.C. and RIDGWAY G.R. 2015. Accurate automatic estimation of total intracranial volume: a nuisance variable with less nuisance. Neuroimage 104(Jan 1) 366--372. DOI= http:\/\/dx.doi.org\/10.1016\/j.neuroimage.2014.09.034. 10.1016\/j.neuroimage.2014.09.034","DOI":"10.1016\/j.neuroimage.2014.09.034"},{"key":"#cr-split#-e_1_3_2_1_12_1.2","doi-asserted-by":"crossref","unstructured":"MALONE I.B. LEUNG K.K. CLEGG S. BARNES J. WHITWELL J.L. ASHBURNER J. FOX N.C. and RIDGWAY G.R. 2015. Accurate automatic estimation of total intracranial volume: a nuisance variable with less nuisance. Neuroimage 104(Jan 1) 366--372. DOI= http:\/\/dx.doi.org\/10.1016\/j.neuroimage.2014.09.034.","DOI":"10.1016\/j.neuroimage.2014.09.034"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-015-1433-1"},{"key":"e_1_3_2_1_14_1","volume-title":"An Efficient Data-driven Tissue Deformation Model. In 2009 IEEE 12th International conference on computer vision workshops","author":"MOSBECH T. H.","year":"2009","unstructured":"MOSBECH T. H. , E.B.K., CHRISTENSEN L. B. , 2009 . An Efficient Data-driven Tissue Deformation Model. In 2009 IEEE 12th International conference on computer vision workshops , Kyoto, Japan, 1771--17777. MOSBECH T. H., E.B.K., CHRISTENSEN L. B., 2009. An Efficient Data-driven Tissue Deformation Model. In 2009 IEEE 12th International conference on computer vision workshops, Kyoto, Japan, 1771--17777."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.62.8.noc40425"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.156"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-012-0650-0"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00701-012-1478-y"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2004.07.051"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"crossref","unstructured":"SMOLA A. J. S.B. 2004. A tutorial on support vector regression. Statistics and Computing.  SMOLA A. J. S.B. 2004. A tutorial on support vector regression. Statistics and Computing.","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamaneurol.2013.6233"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2017.07.004"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/0895-7177(94)00207-5"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1227\/01.NEU.0000370597.44524.6D"}],"event":{"name":"ISICDM 2019: The Third International Symposium on Image Computing and Digital Medicine","sponsor":["Xidian University"],"location":"Xi'an China","acronym":"ISICDM 2019"},"container-title":["Proceedings of the Third International Symposium on Image Computing and Digital Medicine"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3364836.3364876","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3364836.3364876","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T23:54:23Z","timestamp":1750204463000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3364836.3364876"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8,24]]},"references-count":25,"alternative-id":["10.1145\/3364836.3364876","10.1145\/3364836"],"URL":"https:\/\/doi.org\/10.1145\/3364836.3364876","relation":{},"subject":[],"published":{"date-parts":[[2019,8,24]]},"assertion":[{"value":"2019-08-24","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}