{"id":"https://openalex.org/W2998309875","doi":"https://doi.org/10.1109/tmi.2019.2962517","title":"Individual Resting-State Brain Networks Enabled by Massive Multivariate Conditional Mutual Information","display_name":"Individual Resting-State Brain Networks Enabled by Massive Multivariate Conditional Mutual Information","publication_year":2019,"publication_date":"2019-12-26","ids":{"openalex":"https://openalex.org/W2998309875","doi":"https://doi.org/10.1109/tmi.2019.2962517","mag":"2998309875","pmid":"https://pubmed.ncbi.nlm.nih.gov/31880547"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2019.2962517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2019.2962517","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7593831","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023783147","display_name":"Padmavathi Sundaram","orcid":null},"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"]},{"id":"https://openalex.org/I4210087356","display_name":"Gordon Center for Medical Imaging","ror":"https://ror.org/004y4rj95","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087356","https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Padmavathi Sundaram","raw_affiliation_strings":["Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210087356","https://openalex.org/I136199984","https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033484231","display_name":"Martin Luessi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Luessi","raw_affiliation_strings":["BrainFPV LLC, Portland, USA"],"affiliations":[{"raw_affiliation_string":"BrainFPV LLC, Portland, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077386696","display_name":"Marta Bianciardi","orcid":"https://orcid.org/0000-0001-9606-6853"},"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"]},{"id":"https://openalex.org/I4210087356","display_name":"Gordon Center for Medical Imaging","ror":"https://ror.org/004y4rj95","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087356","https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marta Bianciardi","raw_affiliation_strings":["Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210087356","https://openalex.org/I136199984","https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020315656","display_name":"Steven M. Stufflebeam","orcid":"https://orcid.org/0000-0002-7011-5212"},"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"]},{"id":"https://openalex.org/I4210087356","display_name":"Gordon Center for Medical Imaging","ror":"https://ror.org/004y4rj95","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087356","https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Stufflebeam","raw_affiliation_strings":["Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210087356","https://openalex.org/I136199984","https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044501245","display_name":"Matti H\u00e4m\u00e4l\u00e4inen","orcid":"https://orcid.org/0000-0001-6841-112X"},"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"]},{"id":"https://openalex.org/I4210087356","display_name":"Gordon Center for Medical Imaging","ror":"https://ror.org/004y4rj95","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087356","https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matti Hamalainen","raw_affiliation_strings":["Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210087356","https://openalex.org/I136199984","https://openalex.org/I4210087915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091154507","display_name":"Victor Solo","orcid":"https://orcid.org/0000-0002-5123-7708"},"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"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4210087356","display_name":"Gordon Center for Medical Imaging","ror":"https://ror.org/004y4rj95","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087356","https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["AU","US"],"is_corresponding":false,"raw_author_name":"Victor Solo","raw_affiliation_strings":["Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA","School of Electrical Engineering and Telecommunications, University of New South Wales (UNSW), Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Center for Biomedical Imaging, Harvard Medical School, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210087356","https://openalex.org/I136199984","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"School of Electrical Engineering and Telecommunications, University of New South Wales (UNSW), Sydney, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023783147"],"corresponding_institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087356","https://openalex.org/I4210087915"],"apc_list":null,"apc_paid":null,"fwci":1.4852,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.82118769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"39","issue":"6","first_page":"1957","last_page":"1966"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"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":1.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9997000098228455,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9994999766349792,"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/bivariate-analysis","display_name":"Bivariate analysis","score":0.8156030178070068},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.7464078664779663},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.7111086845397949},{"id":"https://openalex.org/keywords/mutual-information","display_name":"Mutual information","score":0.6984905004501343},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.6477168202400208},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6346448063850403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5684990882873535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5599626898765564},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5568265318870544},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.532166600227356},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.5289901494979858},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.5152338147163391},{"id":"https://openalex.org/keywords/partial-correlation","display_name":"Partial correlation","score":0.5132105350494385},{"id":"https://openalex.org/keywords/spatial-correlation","display_name":"Spatial correlation","score":0.4490455389022827},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.42189139127731323},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36969679594039917},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.323902428150177},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.3207598030567169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.29375791549682617},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.28675949573516846},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.18441811203956604},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1379682421684265}],"concepts":[{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.8156030178070068},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.7464078664779663},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7111086845397949},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.6984905004501343},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.6477168202400208},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6346448063850403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5684990882873535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5599626898765564},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5568265318870544},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.532166600227356},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.5289901494979858},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.5152338147163391},{"id":"https://openalex.org/C64708745","wikidata":"https://www.wikidata.org/wiki/Q2998010","display_name":"Partial correlation","level":3,"score":0.5132105350494385},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.4490455389022827},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.42189139127731323},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36969679594039917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.323902428150177},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.3207598030567169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29375791549682617},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.28675949573516846},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.18441811203956604},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1379682421684265},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012146","descriptor_name":"Rest","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012146","descriptor_name":"Rest","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012146","descriptor_name":"Rest","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012146","descriptor_name":"Rest","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063132","descriptor_name":"Connectome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2019.2962517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2019.2962517","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:31880547","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31880547","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,"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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7593831","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7593831","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7593831","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7593831","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Med Imaging","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1874027545","https://openalex.org/W1894368511","https://openalex.org/W1983097963","https://openalex.org/W1983208069","https://openalex.org/W1983306600","https://openalex.org/W1983493842","https://openalex.org/W1990512452","https://openalex.org/W1991971712","https://openalex.org/W1997963774","https://openalex.org/W2000133863","https://openalex.org/W2000258502","https://openalex.org/W2001334414","https://openalex.org/W2002923643","https://openalex.org/W2006096283","https://openalex.org/W2007581301","https://openalex.org/W2009494091","https://openalex.org/W2010451017","https://openalex.org/W2010536577","https://openalex.org/W2010824638","https://openalex.org/W2020519533","https://openalex.org/W2027781650","https://openalex.org/W2034798418","https://openalex.org/W2035990246","https://openalex.org/W2054482635","https://openalex.org/W2055096249","https://openalex.org/W2077203280","https://openalex.org/W2081746825","https://openalex.org/W2094292488","https://openalex.org/W2095438393","https://openalex.org/W2098787985","https://openalex.org/W2099111195","https://openalex.org/W2102605525","https://openalex.org/W2105435743","https://openalex.org/W2107360535","https://openalex.org/W2112576841","https://openalex.org/W2114771311","https://openalex.org/W2116136260","https://openalex.org/W2125129404","https://openalex.org/W2130010412","https://openalex.org/W2131181615","https://openalex.org/W2133921734","https://openalex.org/W2135046866","https://openalex.org/W2137526583","https://openalex.org/W2138356120","https://openalex.org/W2138991775","https://openalex.org/W2146610201","https://openalex.org/W2147243899","https://openalex.org/W2151130155","https://openalex.org/W2155525875","https://openalex.org/W2158804744","https://openalex.org/W2167826316","https://openalex.org/W2168175751","https://openalex.org/W2172006631","https://openalex.org/W2237587256","https://openalex.org/W2260859552","https://openalex.org/W2395527243","https://openalex.org/W2739586375","https://openalex.org/W2782132857","https://openalex.org/W2798136087","https://openalex.org/W2952563653","https://openalex.org/W2977883299","https://openalex.org/W3005347330","https://openalex.org/W3098834468","https://openalex.org/W4233725422","https://openalex.org/W4241074797","https://openalex.org/W4285719527","https://openalex.org/W6680296120"],"related_works":["https://openalex.org/W3136590534","https://openalex.org/W4280586040","https://openalex.org/W2523870064","https://openalex.org/W4298370694","https://openalex.org/W4306360841","https://openalex.org/W3126842272","https://openalex.org/W3117051909","https://openalex.org/W2070251547","https://openalex.org/W2775079844","https://openalex.org/W2963045269"],"abstract_inverted_index":{"Individual-level":[0],"resting-state":[1,6],"networks":[2],"(RSNs)":[3],"based":[4,135],"on":[5,136],"fMRI":[7],"(rs-fMRI)":[8],"are":[9,70,177],"of":[10,36,41,49,52,78,110],"great":[11],"interest":[12],"due":[13,107],"to":[14,108,165,172,180],"evidence":[15],"that":[16,103,117],"network":[17],"dysfunction":[18],"may":[19],"underlie":[20],"some":[21],"diseases.":[22],"Most":[23],"current":[24],"rs-fMRI":[25,68],"analyses":[26],"use":[27],"linear":[28],"correlation.":[29,187],"Since":[30],"correlation":[31,93,184],"is":[32,104,158,163],"a":[33,59,115,125,130],"bivariate":[34,91],"measure":[35,134],"association,":[37],"it":[38,99],"discards":[39],"most":[40],"the":[42,46,50,56,120],"information":[43,80,123,144],"contained":[44],"in":[45,58,101,124],"spatial":[47,79,121],"variation":[48,122],"thousands":[51],"hemodynamic":[53],"signals":[54],"within":[55],"voxels":[57],"given":[60,126],"brain":[61],"region.":[62],"Subject-specific":[63],"functional":[64],"RSNs":[65],"using":[66],"typical":[67],"data,":[69],"therefore":[71],"dominated":[72],"by":[73,128,183],"indirect":[74,97],"connections":[75],"and":[76,81,170,185],"loss":[77],"can":[82,94],"only":[83],"deliver":[84],"reliable":[85],"connectivity":[86,102,149],"after":[87],"group":[88],"averaging.":[89],"While":[90],"partial":[92,186],"rule":[95],"out":[96],"connections,":[98],"results":[100,176],"too":[105],"sparse":[106],"lack":[109],"sensitivity.":[111],"We":[112],"have":[113],"developed":[114],"method":[116,162],"uses":[118],"all":[119],"parcel":[127],"employing":[129],"multivariate":[131,141],"information-theoretic":[132],"association":[133],"canonical":[137],"correlations.":[138],"Our":[139],"method,":[140],"conditional":[142],"mutual":[143],"(mvCMI)":[145],"reliably":[146],"constructs":[147],"single-subject":[148],"estimates":[150],"showing":[151],"mostly":[152],"direct":[153],"connections.":[154],"Averaging":[155],"across":[156],"subjects":[157],"not":[159],"needed.":[160],"The":[161,175],"applied":[164],"Human":[166],"Connectome":[167],"Project":[168],"data":[169],"compared":[171],"diffusion":[173],"MRI.":[174],"far":[178],"superior":[179],"those":[181],"obtained":[182]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}