{"id":"https://openalex.org/W3112738588","doi":"https://doi.org/10.1109/tcyb.2020.3016953","title":"Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis","display_name":"Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis","publication_year":2020,"publication_date":"2020-12-11","ids":{"openalex":"https://openalex.org/W3112738588","doi":"https://doi.org/10.1109/tcyb.2020.3016953","mag":"3112738588","pmid":"https://pubmed.ncbi.nlm.nih.gov/33306476"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2020.3016953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3016953","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100433744","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0003-4087-6544"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["Department of Bioengineering, Lehigh University, Bethlehem, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4087-6544","affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Lehigh University, Bethlehem, PA, USA","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108049200","display_name":"Han Zhang","orcid":"https://orcid.org/0000-0002-6645-8810"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Han Zhang","raw_affiliation_strings":["Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015355317","display_name":"Ehsan Adeli","orcid":"https://orcid.org/0000-0002-0579-7763"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsan Adeli","raw_affiliation_strings":["Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0579-7763","affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333930","display_name":"Xiaobo Chen","orcid":"https://orcid.org/0000-0001-9940-1637"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Chen","raw_affiliation_strings":["Automotive Engineering Research Institute, Jiangsu University, Zhenjiang, China"],"raw_orcid":"https://orcid.org/0000-0001-9940-1637","affiliations":[{"raw_affiliation_string":"Automotive Engineering Research Institute, Jiangsu University, Zhenjiang, China","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108007159","display_name":"Mingxia Liu","orcid":"https://orcid.org/0000-0002-0598-5692"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mingxia Liu","raw_affiliation_strings":["Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA"],"raw_orcid":"https://orcid.org/0000-0002-0598-5692","affiliations":[{"raw_affiliation_string":"Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA","institution_ids":["https://openalex.org/I114027177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang Shen","orcid":"https://orcid.org/0000-0002-7934-5698"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I4210135459","display_name":"United Imaging Healthcare (China)","ror":"https://ror.org/03qqw3m37","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135459"]}],"countries":["CN","KR"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Department of Research and Development, Shanghai United Imaging Intelligence Company, Ltd., Shanghai, China","Department of Brain and Cognitive Engineering, Korea University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7934-5698","affiliations":[{"raw_affiliation_string":"Department of Research and Development, Shanghai United Imaging Intelligence Company, Ltd., Shanghai, China","institution_ids":["https://openalex.org/I4210135459"]},{"raw_affiliation_string":"Department of Brain and Cognitive Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7525,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.91186262,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"52","issue":"7","first_page":"6822","last_page":"6833"},"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":0.9970999956130981,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9915000200271606,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6965353488922119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6872312426567078},{"id":"https://openalex.org/keywords/atlas","display_name":"Atlas (anatomy)","score":0.6088459491729736},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.599570095539093},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5626735687255859},{"id":"https://openalex.org/keywords/brain-atlas","display_name":"Brain atlas","score":0.5393734574317932},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4882057309150696},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.4603549838066101},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3999878764152527},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13746494054794312},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09836241602897644},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0858624279499054}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6965353488922119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6872312426567078},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.6088459491729736},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.599570095539093},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5626735687255859},{"id":"https://openalex.org/C2780972224","wikidata":"https://www.wikidata.org/wiki/Q17047956","display_name":"Brain atlas","level":2,"score":0.5393734574317932},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4882057309150696},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.4603549838066101},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3999878764152527},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13746494054794312},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09836241602897644},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0858624279499054},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2020.3016953","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2020.3016953","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:33306476","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33306476","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 cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W829552687","https://openalex.org/W1550721541","https://openalex.org/W1587740805","https://openalex.org/W1670132599","https://openalex.org/W1892035143","https://openalex.org/W1940598466","https://openalex.org/W1972174853","https://openalex.org/W1973612122","https://openalex.org/W1980371155","https://openalex.org/W1983493842","https://openalex.org/W1987371344","https://openalex.org/W1997677703","https://openalex.org/W1998396170","https://openalex.org/W1999653836","https://openalex.org/W2000363330","https://openalex.org/W2002370809","https://openalex.org/W2010283825","https://openalex.org/W2017033087","https://openalex.org/W2017456650","https://openalex.org/W2024700864","https://openalex.org/W2025560784","https://openalex.org/W2042557239","https://openalex.org/W2044614452","https://openalex.org/W2048178552","https://openalex.org/W2058046532","https://openalex.org/W2058169930","https://openalex.org/W2060300932","https://openalex.org/W2067456724","https://openalex.org/W2078998718","https://openalex.org/W2089572795","https://openalex.org/W2093650784","https://openalex.org/W2095491050","https://openalex.org/W2096672020","https://openalex.org/W2109874185","https://openalex.org/W2115865170","https://openalex.org/W2124541940","https://openalex.org/W2124953625","https://openalex.org/W2127956423","https://openalex.org/W2129965408","https://openalex.org/W2133054185","https://openalex.org/W2134858198","https://openalex.org/W2136435696","https://openalex.org/W2137554996","https://openalex.org/W2138905229","https://openalex.org/W2143826137","https://openalex.org/W2147252463","https://openalex.org/W2151915265","https://openalex.org/W2156220037","https://openalex.org/W2156875677","https://openalex.org/W2157106546","https://openalex.org/W2158592797","https://openalex.org/W2158926311","https://openalex.org/W2165232124","https://openalex.org/W2167732364","https://openalex.org/W2168094269","https://openalex.org/W2187089797","https://openalex.org/W2212967118","https://openalex.org/W2327949797","https://openalex.org/W2328176404","https://openalex.org/W2345678177","https://openalex.org/W2518298328","https://openalex.org/W2574356929","https://openalex.org/W2618983688","https://openalex.org/W2735232030","https://openalex.org/W2739586375","https://openalex.org/W2749962142","https://openalex.org/W2752190933","https://openalex.org/W2783299469","https://openalex.org/W2791155853","https://openalex.org/W2793509392","https://openalex.org/W2802723950","https://openalex.org/W2808098316","https://openalex.org/W2809443510","https://openalex.org/W3141595720","https://openalex.org/W4211079490","https://openalex.org/W4244883719","https://openalex.org/W4295750005","https://openalex.org/W6639239318"],"related_works":["https://openalex.org/W3214912135","https://openalex.org/W4387252449","https://openalex.org/W2012519212","https://openalex.org/W4249039539","https://openalex.org/W1523541591","https://openalex.org/W2592984741","https://openalex.org/W1967068856","https://openalex.org/W1592689442","https://openalex.org/W2055554484","https://openalex.org/W2098852508"],"abstract_inverted_index":{"Functional":[0],"connectivity":[1],"(FC)":[2],"networks":[3,78,108,153,188],"built":[4],"from":[5,136,170,177,220],"resting-state":[6],"functional":[7],"magnetic":[8],"resonance":[9],"imaging":[10],"(rs-fMRI)":[11],"has":[12],"shown":[13],"promising":[14],"results":[15,262],"for":[16,71,206,216,238],"the":[17,75,81,87,93,96,100,121,133,171,201,221,249,257,269,276],"diagnosis":[18,280],"of":[19,40,48,95,181,200,281],"Alzheimer's":[20],"disease":[21],"and":[22,51,128,252],"its":[23,273],"prodromal":[24],"stage,":[25],"that":[26,137,264],"is,":[27],"mild":[28],"cognitive":[29],"impairment":[30],"(MCI).":[31],"FC":[32,77,107,152,187,202,224],"is":[33,162,184],"usually":[34],"estimated":[35],"as":[36],"a":[37,58,67,112,145,159,179,212,233],"temporal":[38],"correlation":[39],"regional":[41],"mean":[42],"rs-fMRI":[43],"signals":[44],"between":[45,125,248],"any":[46],"pair":[47],"brain":[49,60,69,89,277,282],"regions,":[50],"these":[52,193],"regions":[53],"are":[54,189,229,245],"traditionally":[55],"parcellated":[56],"with":[57,150],"particular":[59,138],"atlas.":[61,139],"Most":[62],"existing":[63],"studies":[64],"have":[65],"adopted":[66],"predefined":[68],"atlas":[70,114,182,195],"all":[72],"subjects.":[73],"However,":[74],"constructed":[76,109,190,222],"inevitably":[79],"ignore":[80],"potentially":[82],"important":[83],"subject-specific":[84,88],"information,":[85],"particularly,":[86],"parcellation.":[90],"Similar":[91],"to":[92,119,132,154,164],"drawback":[94],"\"single":[97],"view\"":[98],"(versus":[99],"\"multiview\"":[101],"learning)":[102],"in":[103,275],"medical":[104],"image-based":[105],"classification,":[106,271],"based":[110,191],"on":[111,192],"single":[113],"may":[115],"not":[116],"be":[117],"sufficient":[118],"reveal":[120],"underlying":[122],"complicated":[123],"differences":[124],"normal":[126],"controls":[127],"disease-affected":[129],"patients":[130],"due":[131],"potential":[134],"bias":[135],"In":[140],"this":[141],"study,":[142],"we":[143],"propose":[144],"multiview":[146],"feature":[147,204,218],"learning":[148,214],"method":[149,251,266],"multiatlas-based":[151,239],"improve":[155],"MCI":[156,240,270],"diagnosis.":[157,241],"Specifically,":[158],"three-step":[160],"transformation":[161],"implemented":[163],"generate":[165],"multiple":[166,198,223],"individually":[167],"specified":[168],"atlases":[169],"standard":[172],"automated":[173],"anatomical":[174],"labeling":[175],"template,":[176],"which":[178],"set":[180],"exemplars":[183],"selected.":[185],"Multiple":[186],"preselected":[194],"exemplars,":[196],"providing":[197],"views":[199],"network-based":[203],"representations":[205],"each":[207],"subject.":[208],"We":[209],"then":[210],"devise":[211],"multitask":[213],"algorithm":[215],"joint":[217],"selection":[219],"networks.":[225],"The":[226,261],"selected":[227],"features":[228],"jointly":[230],"fed":[231],"into":[232],"support":[234],"vector":[235],"machine":[236],"classifier":[237],"Extensive":[242],"experimental":[243],"comparisons":[244],"carried":[246],"out":[247],"proposed":[250],"other":[253],"competing":[254],"approaches,":[255],"including":[256],"traditional":[258],"single-atlas-based":[259],"method.":[260],"indicate":[263],"our":[265],"significantly":[267],"improves":[268],"demonstrating":[272],"promise":[274],"connectome-based":[278],"individualized":[279],"diseases.":[283]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
