{"id":"https://openalex.org/W4386350507","doi":"https://doi.org/10.1109/isbi53787.2023.10230684","title":"Federated Linear Mixed Effects Modeling for Voxel-Based Morphometry","display_name":"Federated Linear Mixed Effects Modeling for Voxel-Based Morphometry","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4386350507","doi":"https://doi.org/10.1109/isbi53787.2023.10230684"},"language":"en","primary_location":{"id":"doi:10.1109/isbi53787.2023.10230684","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi53787.2023.10230684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019787976","display_name":"Sunitha Basodi","orcid":"https://orcid.org/0000-0003-3453-3668"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sunitha Basodi","raw_affiliation_strings":["Georgia State University,TReNDS Center,Atlanta,GA,USA","TReNDS Center, Georgia State University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia State University,TReNDS Center,Atlanta,GA,USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"TReNDS Center, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077","https://openalex.org/I4210133909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073305729","display_name":"Rajikha Raja","orcid":"https://orcid.org/0000-0001-8452-858X"},"institutions":[{"id":"https://openalex.org/I79620101","display_name":"University of Arkansas for Medical Sciences","ror":"https://ror.org/00xcryt71","country_code":"US","type":"education","lineage":["https://openalex.org/I79620101"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajikha Raja","raw_affiliation_strings":["University of Arkansas for Medical Sciences,Department of Radiology,Little Rock,AR,USA","Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA"],"affiliations":[{"raw_affiliation_string":"University of Arkansas for Medical Sciences,Department of Radiology,Little Rock,AR,USA","institution_ids":["https://openalex.org/I79620101"]},{"raw_affiliation_string":"Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA","institution_ids":["https://openalex.org/I79620101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073527268","display_name":"Harshvardhan Gazula","orcid":"https://orcid.org/0000-0001-9318-8871"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harshvardhan Gazula","raw_affiliation_strings":["Harvard Medical School,Boston,MA,USA","Harvard Medical School, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Harvard Medical School,Boston,MA,USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070528616","display_name":"Javier Romero","orcid":"https://orcid.org/0000-0001-5546-9939"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]},{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Tomas Romero","raw_affiliation_strings":["Georgia State University,TReNDS Center,Atlanta,GA,USA","TReNDS Center, Georgia State University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia State University,TReNDS Center,Atlanta,GA,USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"TReNDS Center, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077","https://openalex.org/I4210133909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022649723","display_name":"Sandeep Panta","orcid":"https://orcid.org/0000-0002-6183-9139"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]},{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandeep Panta","raw_affiliation_strings":["Georgia State University,TReNDS Center,Atlanta,GA,USA","TReNDS Center, Georgia State University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia State University,TReNDS Center,Atlanta,GA,USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"TReNDS Center, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077","https://openalex.org/I4210133909"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032850756","display_name":"Vince D. Calhoun","orcid":"https://orcid.org/0000-0001-9058-0747"},"institutions":[{"id":"https://openalex.org/I4210133909","display_name":"Center for Translational Research in Neuroimaging and Data Science","ror":"https://ror.org/02qx6zf82","country_code":"US","type":"facility","lineage":["https://openalex.org/I130701444","https://openalex.org/I150468666","https://openalex.org/I181565077","https://openalex.org/I4210133909"]},{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vince D. Calhoun","raw_affiliation_strings":["Georgia State University,TReNDS Center,Atlanta,GA,USA","TReNDS Center, Georgia State University, Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia State University,TReNDS Center,Atlanta,GA,USA","institution_ids":["https://openalex.org/I181565077"]},{"raw_affiliation_string":"TReNDS Center, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077","https://openalex.org/I4210133909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019787976"],"corresponding_institution_ids":["https://openalex.org/I181565077","https://openalex.org/I4210133909"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10407973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9887999892234802,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9860000014305115,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8539514541625977},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5900397896766663},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5760263800621033},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4756060242652893},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.46603885293006897},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.46424540877342224},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.42019224166870117},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42000311613082886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3204600512981415},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2553804814815521}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8539514541625977},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5900397896766663},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5760263800621033},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4756060242652893},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.46603885293006897},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.46424540877342224},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.42019224166870117},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42000311613082886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3204600512981415},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2553804814815521},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi53787.2023.10230684","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi53787.2023.10230684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1977125063","https://openalex.org/W2020745232","https://openalex.org/W2034690693","https://openalex.org/W2132782405","https://openalex.org/W2134357906","https://openalex.org/W2517148812","https://openalex.org/W3046653923","https://openalex.org/W3213971514","https://openalex.org/W4220853577","https://openalex.org/W4306353740","https://openalex.org/W4308327077","https://openalex.org/W6804343416","https://openalex.org/W6810274118"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W1998563493","https://openalex.org/W4306164210","https://openalex.org/W4313316311","https://openalex.org/W2327340211","https://openalex.org/W4362608745","https://openalex.org/W3172436983"],"abstract_inverted_index":{"We":[0,66],"propose":[1],"a":[2,10],"federated":[3,83],"linear":[4],"mixed-effects":[5],"(LME)":[6],"model":[7,69],"to":[8,22,91],"perform":[9],"large-scale":[11],"analysis":[12,51],"of":[13,38],"data":[14,39,98],"gathered":[15],"from":[16,73],"different":[17],"collaborations":[18],"without":[19],"the":[20,26,36,53,92,97],"need":[21],"pool":[23],"or":[24],"share":[25],"actual":[27],"data.":[28,65,79],"This":[29],"method":[30],"is":[31,61],"efficient":[32],"as":[33],"it":[34],"overcomes":[35],"hurdles":[37],"privacy":[40],"for":[41,50,63],"sharing":[42],"and":[43,47],"has":[44],"lower":[45],"bandwidth":[46],"memory":[48],"requirements":[49],"than":[52],"centralized":[54],"modeling":[55],"approach.":[56],"Our":[57],"decentralized":[58],"LME":[59,85],"approach":[60],"optimized":[62],"neuroimaging":[64],"evaluate":[67],"our":[68],"using":[70],"features":[71],"extracted":[72],"structural":[74],"magnetic":[75],"resonance":[76],"imaging":[77],"(sMRI)":[78],"Results":[80],"demonstrate":[81],"that":[82],"(decentralized)":[84],"models":[86,93],"achieve":[87],"similar":[88],"performance":[89],"compared":[90],"trained":[94],"with":[95],"all":[96],"in":[99],"one":[100],"location.":[101]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}