{"id":"https://openalex.org/W2060144980","doi":"https://doi.org/10.1016/j.neuroimage.2007.03.072","title":"Support vector machine learning-based fMRI data group analysis","display_name":"Support vector machine learning-based fMRI data group analysis","publication_year":2007,"publication_date":"2007-04-30","ids":{"openalex":"https://openalex.org/W2060144980","doi":"https://doi.org/10.1016/j.neuroimage.2007.03.072","mag":"2060144980","pmid":"https://pubmed.ncbi.nlm.nih.gov/17524674","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/2717002"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2007.03.072","doi":"https://doi.org/10.1016/j.neuroimage.2007.03.072","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2007.03.072","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-1","medline","norway-2","oarl","poland-140","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2717002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100443555","display_name":"Ze Wang","orcid":"https://orcid.org/0000-0002-8339-5567","observed_orcids":["https://orcid.org/0000-0002-8339-5567"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ze Wang","raw_affiliation_strings":["Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA. zewang@mail.med.upenn.edu","Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","Center for Functional Neuroimaging, Treatment Research Center, Department of Psychiatry, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA. zewang@mail.med.upenn.edu","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Center for Functional Neuroimaging, Treatment Research Center, Department of Psychiatry, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111329583","display_name":"Anna Rose Childress","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna R. Childress","raw_affiliation_strings":["Center for Functional Neuroimaging, Treatment Research Center, Department of Psychiatry, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Functional Neuroimaging, Treatment Research Center, Department of Psychiatry, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiongjiong Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiongjiong Wang","raw_affiliation_strings":["Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","Center for Functional Neuroimaging, Department of Radiology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Center for Functional Neuroimaging, Department of Radiology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058192322","display_name":"John A. Detre","orcid":"https://orcid.org/0000-0002-8115-6343","observed_orcids":["https://orcid.org/0000-0002-8115-6343"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John A. Detre","raw_affiliation_strings":["Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","Center for Functional Neuroimaging, Department of Radiology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Functional Neuroimaging, Department of Neurology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","institution_ids":["https://openalex.org/I79576946"]},{"raw_affiliation_string":"Center for Functional Neuroimaging, Department of Radiology, University of Pennsylvania, School of Medicine, Philadelphia, PA 19104, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058192322","https://openalex.org/A5100443555"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":{"value":3540,"currency":"USD","value_usd":3540},"apc_paid":null,"fwci":4.5561,"has_fulltext":false,"cited_by_count":137,"citation_normalized_percentile":{"value":0.95351906,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"36","issue":"4","first_page":"1139","last_page":"1151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.8384000062942505,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.8384000062942505,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.14229999482631683,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.00930000003427267,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9580000042915344},{"id":"https://openalex.org/keywords/random-effects-model","display_name":"random effects models","score":0.8059999942779541},{"id":"https://openalex.org/keywords/permutation-tests","display_name":"permutation tests","score":0.9350000023841858},{"id":"https://openalex.org/keywords/arterial-spin-labeling","display_name":"arterial spin labeling","score":0.7919999957084656},{"id":"https://openalex.org/keywords/inter-individual-variability","display_name":"interindividual variability","score":0.718999981880188},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"false positive rate","score":0.6579999923706055}],"concepts":[{"id":"https://openalex.org/C188321436","wikidata":"https://www.wikidata.org/wiki/Q1826488","display_name":"General linear model","level":3,"score":0.6508855819702148},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6012060642242432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5458427667617798},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5349786281585693},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.5301322340965271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4766952693462372},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.47638362646102905},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.46945470571517944},{"id":"https://openalex.org/C183905921","wikidata":"https://www.wikidata.org/wiki/Q1038757","display_name":"Multiple comparisons problem","level":2,"score":0.46399542689323425},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.46177518367767334},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.451998233795166},{"id":"https://openalex.org/C168743327","wikidata":"https://www.wikidata.org/wiki/Q1826427","display_name":"Random effects model","level":3,"score":0.43243879079818726},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.34781613945961},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3392162322998047},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3212187886238098},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2841166853904724},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.2218017280101776},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10492277145385742},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010364","descriptor_name":"Pattern Recognition, Visual","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011597","descriptor_name":"Psychomotor Performance","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.neuroimage.2007.03.072","doi":"https://doi.org/10.1016/j.neuroimage.2007.03.072","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2007.03.072","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-1","medline","norway-2","oarl","poland-140","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:17524674","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/17524674","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2717002","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2717002","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Neuroimage","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:2717002","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2717002","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Neuroimage","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8048999905586243,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4634972069","display_name":"SVM based group data analysis for drug abuse disorder ASL perfusion study","funder_award_id":"R03DA023496","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G5038532478","display_name":"Neuroscience Neuroimaging Center","funder_award_id":"P30NS045839","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"},{"id":"https://openalex.org/G5683935389","display_name":"Perfusion fMRI in Cocaine Addiction","funder_award_id":"R01DA015149","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G6821964947","display_name":"Perfusion MRI for Multi-site Studies of Brain Function","funder_award_id":"R01MH080729","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G8636128097","display_name":"A resource for magnetic resonance and optical imaging","funder_award_id":"P41RR002305","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"},{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W151109738","https://openalex.org/W162383829","https://openalex.org/W195739245","https://openalex.org/W1530987197","https://openalex.org/W1560724230","https://openalex.org/W1566965859","https://openalex.org/W1576520375","https://openalex.org/W1604938182","https://openalex.org/W1968114652","https://openalex.org/W1975427503","https://openalex.org/W1984186972","https://openalex.org/W1995466435","https://openalex.org/W2007483873","https://openalex.org/W2007804187","https://openalex.org/W2025283285","https://openalex.org/W2041837455","https://openalex.org/W2048050362","https://openalex.org/W2050297026","https://openalex.org/W2058713030","https://openalex.org/W2059982399","https://openalex.org/W2060899536","https://openalex.org/W2067920955","https://openalex.org/W2068403333","https://openalex.org/W2076631230","https://openalex.org/W2093366270","https://openalex.org/W2099660465","https://openalex.org/W2103402739","https://openalex.org/W2106664807","https://openalex.org/W2106706293","https://openalex.org/W2107849845","https://openalex.org/W2112532472","https://openalex.org/W2116649573","https://openalex.org/W2124847520","https://openalex.org/W2129815969","https://openalex.org/W2129862407","https://openalex.org/W2131867635","https://openalex.org/W2138790588","https://openalex.org/W2139212933","https://openalex.org/W2139376466","https://openalex.org/W2139906140","https://openalex.org/W2156909104","https://openalex.org/W2169520339","https://openalex.org/W2483193293","https://openalex.org/W2907094185","https://openalex.org/W3097169496","https://openalex.org/W3195149063","https://openalex.org/W4206686222","https://openalex.org/W4233867216","https://openalex.org/W4235700900","https://openalex.org/W4256402669","https://openalex.org/W4285719527","https://openalex.org/W6757878065"],"related_works":["https://openalex.org/W4250651280","https://openalex.org/W2069317808","https://openalex.org/W2028602316","https://openalex.org/W2057092726","https://openalex.org/W2051111914","https://openalex.org/W2007804187","https://openalex.org/W2139906140","https://openalex.org/W2077406389","https://openalex.org/W2166898198","https://openalex.org/W2110562878"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":6}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}
