{"id":"https://openalex.org/W4399666302","doi":"https://doi.org/10.1109/tmi.2024.3414476","title":"BrainMass: Advancing Brain Network Analysis for Diagnosis With Large-Scale Self-Supervised Learning","display_name":"BrainMass: Advancing Brain Network Analysis for Diagnosis With Large-Scale Self-Supervised Learning","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4399666302","doi":"https://doi.org/10.1109/tmi.2024.3414476","pmid":"https://pubmed.ncbi.nlm.nih.gov/38875087"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3414476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3414476","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100579229","display_name":"Yanwu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanwu Yang","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China","School of Electronics and Information Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7547-4580","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021063919","display_name":"Chenfei Ye","orcid":"https://orcid.org/0000-0001-5265-3546"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenfei Ye","raw_affiliation_strings":["Harbin Institute of Technology (Shenzhen), Shenzhen, China","Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5265-3546","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014689002","display_name":"Guinan Su","orcid":null},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guinan Su","raw_affiliation_strings":["Tencent Data Platform, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent Data Platform, Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102004043","display_name":"Ziyao Zhang","orcid":"https://orcid.org/0000-0002-0046-6105"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyao Zhang","raw_affiliation_strings":["Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China","Shenzhen Institutes of Advanced Technology, Paul C. Lauterbur Research Center for Biomedical Imaging, Chinese Academy of Sciences, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-0046-6105","affiliations":[{"raw_affiliation_string":"Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Paul C. Lauterbur Research Center for Biomedical Imaging, Chinese Academy of Sciences, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000684446","display_name":"Zhikai Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhikai Chang","raw_affiliation_strings":["Harbin Institute of Technology (Shenzhen), Shenzhen, China","Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043433005","display_name":"Hairui Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hairui Chen","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China","School of Electronics and Information Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050112775","display_name":"Piu Chan","orcid":"https://orcid.org/0000-0002-4620-1268"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Piu Chan","raw_affiliation_strings":["Xuanwu Hospital, Capital Medical University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4620-1268","affiliations":[{"raw_affiliation_string":"Xuanwu Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397991","display_name":"Yue Yu","orcid":"https://orcid.org/0000-0002-9865-2212"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Yu","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-9865-2212","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063352703","display_name":"Ting Ma","orcid":"https://orcid.org/0000-0001-8819-6228"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Ma","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China","School of Electronics and Information Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-8819-6228","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.8939,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.99022456,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"43","issue":"11","first_page":"4004","last_page":"4016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9065999984741211,"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":0.9065999984741211,"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":0.6419236063957214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5834196209907532},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5778336524963379},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47778186202049255}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6419236063957214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5834196209907532},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5778336524963379},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47778186202049255},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","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":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","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":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"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":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3414476","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3414476","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:38875087","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38875087","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2230680632","display_name":null,"funder_award_id":"PCL2023A09","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3056026468","display_name":null,"funder_award_id":"62106113","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G996166574","display_name":null,"funder_award_id":"62276081","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":89,"referenced_works":["https://openalex.org/W789629085","https://openalex.org/W1040458760","https://openalex.org/W1458229720","https://openalex.org/W1824528708","https://openalex.org/W1988494453","https://openalex.org/W1994992196","https://openalex.org/W2003739479","https://openalex.org/W2014022174","https://openalex.org/W2024729467","https://openalex.org/W2031401053","https://openalex.org/W2072522618","https://openalex.org/W2078524519","https://openalex.org/W2082704080","https://openalex.org/W2091053623","https://openalex.org/W2093745477","https://openalex.org/W2114104729","https://openalex.org/W2169418839","https://openalex.org/W2227520796","https://openalex.org/W2526511911","https://openalex.org/W2618995589","https://openalex.org/W2736288670","https://openalex.org/W2749044583","https://openalex.org/W2779020697","https://openalex.org/W2780601052","https://openalex.org/W2784523879","https://openalex.org/W2806489700","https://openalex.org/W2842511635","https://openalex.org/W2883617100","https://openalex.org/W2899450342","https://openalex.org/W2921730678","https://openalex.org/W2951617899","https://openalex.org/W2951783887","https://openalex.org/W2952766316","https://openalex.org/W2966720510","https://openalex.org/W2979752341","https://openalex.org/W2981937462","https://openalex.org/W2998496395","https://openalex.org/W3019119961","https://openalex.org/W3035524453","https://openalex.org/W3042770487","https://openalex.org/W3044779191","https://openalex.org/W3116871539","https://openalex.org/W3120430728","https://openalex.org/W3163600816","https://openalex.org/W3172377047","https://openalex.org/W3199008037","https://openalex.org/W3202808231","https://openalex.org/W3204772083","https://openalex.org/W3216528674","https://openalex.org/W4220852859","https://openalex.org/W4220979273","https://openalex.org/W4281567855","https://openalex.org/W4282842143","https://openalex.org/W4285297838","https://openalex.org/W4285798517","https://openalex.org/W4291653448","https://openalex.org/W4306319049","https://openalex.org/W4308377053","https://openalex.org/W4362717277","https://openalex.org/W4366751827","https://openalex.org/W4376121360","https://openalex.org/W4384161921","https://openalex.org/W4385304155","https://openalex.org/W4385347692","https://openalex.org/W4385453535","https://openalex.org/W4385805479","https://openalex.org/W4385948838","https://openalex.org/W4386697749","https://openalex.org/W4386699758","https://openalex.org/W4387225742","https://openalex.org/W4387580644","https://openalex.org/W4388339708","https://openalex.org/W4390874575","https://openalex.org/W4392844919","https://openalex.org/W4394773665","https://openalex.org/W4401070038","https://openalex.org/W6755207826","https://openalex.org/W6767737316","https://openalex.org/W6772352366","https://openalex.org/W6774670964","https://openalex.org/W6796581206","https://openalex.org/W6796801894","https://openalex.org/W6798429009","https://openalex.org/W6804049574","https://openalex.org/W6838576336","https://openalex.org/W6846041338","https://openalex.org/W6861489518","https://openalex.org/W6862207580","https://openalex.org/W6862357178"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Foundation":[0],"models":[1],"pretrained":[2],"on":[3,183],"large-scale":[4],"datasets":[5],"via":[6,132],"self-supervised":[7,130],"learning":[8,131,209],"demonstrate":[9],"exceptional":[10],"versatility":[11],"across":[12],"various":[13,216],"tasks.":[14],"Due":[15],"to":[16,73,104,143,158,171,215],"the":[17,42,118,124,164],"heterogeneity":[18],"and":[19,32,62,135,147,187,202,211],"hard-to-collect":[20],"medical":[21,29],"data,":[22],"this":[23,69,75],"approach":[24],"is":[25,156],"especially":[26],"beneficial":[27],"for":[28,44,64,127,222],"image":[30],"analysis":[31],"neuroscience":[33,66],"research,":[34],"as":[35],"it":[36],"streamlines":[37],"broad":[38,65],"downstream":[39],"tasks":[40,186,193],"without":[41],"need":[43],"numerous":[45],"costly":[46],"annotations.":[47],"However,":[48],"there":[49],"has":[50],"been":[51],"limited":[52],"investigation":[53],"into":[54],"brain":[55,110,128,161,190],"network":[56,129],"foundation":[57],"models,":[58],"limiting":[59],"their":[60,178],"adaptability":[61],"generalizability":[63,201],"studies.":[67],"In":[68,77],"study,":[70],"we":[71,80,99,122],"aim":[72],"bridge":[74],"gap.":[76],"particular,":[78],"1)":[79],"curated":[81],"a":[82],"comprehensive":[83],"dataset":[84],"by":[85,112,176],"collating":[86],"images":[87],"from":[88],"30":[89],"datasets,":[90],"which":[91],"comprises":[92],"70,781":[93],"samples":[94],"of":[95,108,117,163],"46,686":[96],"participants.":[97],"Moreover,":[98],"introduce":[100],"pseudo-functional":[101],"connectivity":[102],"(pFC)":[103],"further":[105],"generates":[106],"millions":[107],"augmented":[109,160],"networks":[111,162],"randomly":[113],"dropping":[114],"certain":[115],"timepoints":[116],"BOLD":[119],"signal;":[120],"2)":[121],"propose":[123],"BrainMass":[125,138,205],"framework":[126],"mask":[133],"modeling":[134],"feature":[136],"alignment.":[137],"employs":[139],"Mask-ROI":[140],"Modeling":[141],"(MRM)":[142],"bolster":[144],"intra-network":[145],"dependencies":[146],"regional":[148],"specificity.":[149],"Furthermore,":[150],"Latent":[151],"Representation":[152],"Alignment":[153],"(LRA)":[154],"module":[155],"utilized":[157],"regularize":[159],"same":[165],"participant":[166],"with":[167],"similar":[168,173],"topological":[169],"properties":[170],"yield":[172],"latent":[174,179],"representations":[175],"aligning":[177],"embeddings.":[180],"Extensive":[181],"experiments":[182],"eight":[184],"internal":[185],"seven":[188],"external":[189],"disorder":[191],"diagnosis":[192],"show":[194],"BrainMass's":[195],"superior":[196],"performance,":[197],"highlighting":[198],"its":[199,219],"significant":[200],"adaptability.":[203],"Nonetheless,":[204],"demonstrates":[206],"powerful":[207],"few/zero-shot":[208],"abilities":[210],"exhibits":[212],"meaningful":[213],"interpretation":[214],"diseases,":[217],"showcasing":[218],"potential":[220],"use":[221],"clinical":[223],"applications.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
