{"id":"https://openalex.org/W7117321560","doi":"https://doi.org/10.1016/j.inffus.2025.104096","title":"Multimodal brain network analysis: Research advances and challenges","display_name":"Multimodal brain network analysis: Research advances and challenges","publication_year":2025,"publication_date":"2025-12-26","ids":{"openalex":"https://openalex.org/W7117321560","doi":"https://doi.org/10.1016/j.inffus.2025.104096"},"language":"en","primary_location":{"id":"doi:10.1016/j.inffus.2025.104096","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2025.104096","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-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/A5113484645","display_name":"Tao Hou","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Hou","raw_affiliation_strings":["Jiangsu Provincial Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, 210096, China","School of Artificial Intelligence and Computer Science, Nantong University, Nantong, 226019, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, 210096, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Nantong University, Nantong, 226019, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121330735","display_name":"Wenhao Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Dai","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Nantong University, Nantong, 226019, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Nantong University, Nantong, 226019, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087093956","display_name":"Jiashuang Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiashuang Huang","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Nantong University, Nantong, 226019, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Nantong University, Nantong, 226019, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121339604","display_name":"Youyong Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Youyong Kong","raw_affiliation_strings":["Jiangsu Provincial Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, 210096, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Joint International Research Laboratory of Medical Information Processing, School of Computer Science and Engineering, Southeast University, Nanjing, 210096, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121358857","display_name":"Weiping Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiping Ding","raw_affiliation_strings":["School of Artificial Intelligence and Computer Science, Nantong University, Nantong, 226019, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Computer Science, Nantong University, Nantong, 226019, China","institution_ids":["https://openalex.org/I199305430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5121339604","https://openalex.org/A5121358857"],"corresponding_institution_ids":["https://openalex.org/I199305430","https://openalex.org/I76569877"],"apc_list":{"value":4650,"currency":"USD","value_usd":4650},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67100915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"130","issue":null,"first_page":"104096","last_page":"104096"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9918000102043152,"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":0.9918000102043152,"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":0.0020000000949949026,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.0017999999690800905,"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/interpretability","display_name":"Interpretability","score":0.7547000050544739},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5580000281333923},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.49070000648498535},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.47369998693466187},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.4332999885082245},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.4065000116825104},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3847000002861023},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.3752000033855438}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7547000050544739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6252999901771545},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5580000281333923},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.49070000648498535},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.47369998693466187},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.4332999885082245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4083000123500824},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.4065000116825104},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3847000002861023},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.3752000033855438},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.35429999232292175},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3467000126838684},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3416000008583069},{"id":"https://openalex.org/C3018390542","wikidata":"https://www.wikidata.org/wiki/Q1073","display_name":"Brain function","level":2,"score":0.3294000029563904},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.2987000048160553},{"id":"https://openalex.org/C17289045","wikidata":"https://www.wikidata.org/wiki/Q1138951","display_name":"Cognitive neuroscience","level":3,"score":0.2896000146865845},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C52338299","wikidata":"https://www.wikidata.org/wiki/Q1004354","display_name":"Functional neuroimaging","level":3,"score":0.27720001339912415},{"id":"https://openalex.org/C205427263","wikidata":"https://www.wikidata.org/wiki/Q1931480","display_name":"Neuroinformatics","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C141516989","wikidata":"https://www.wikidata.org/wiki/Q1182555","display_name":"Default mode network","level":3,"score":0.26899999380111694},{"id":"https://openalex.org/C50231774","wikidata":"https://www.wikidata.org/wiki/Q639842","display_name":"Brain mapping","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2630000114440918}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.inffus.2025.104096","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.inffus.2025.104096","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1581597255","display_name":null,"funder_award_id":"62576178","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1669277797","display_name":null,"funder_award_id":"62471259","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4740495123","display_name":null,"funder_award_id":"2024YFE0202700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G690995312","display_name":null,"funder_award_id":"SJCX25_2008","funder_id":"https://openalex.org/F4320335769","funder_display_name":"Graduate Research and Innovation Projects of Jiangsu Province"},{"id":"https://openalex.org/G7476944060","display_name":null,"funder_award_id":"BK20231337","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335769","display_name":"Graduate Research and Innovation Projects of Jiangsu Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":126,"referenced_works":["https://openalex.org/W1087222685","https://openalex.org/W1994341528","https://openalex.org/W2068356916","https://openalex.org/W2075437393","https://openalex.org/W2108895118","https://openalex.org/W2111902267","https://openalex.org/W2128390591","https://openalex.org/W2246512549","https://openalex.org/W2462099493","https://openalex.org/W2499800833","https://openalex.org/W2526511911","https://openalex.org/W2890448436","https://openalex.org/W2899604627","https://openalex.org/W2909701008","https://openalex.org/W2940740645","https://openalex.org/W2942489367","https://openalex.org/W2952587392","https://openalex.org/W2963168174","https://openalex.org/W2993288301","https://openalex.org/W3013299459","https://openalex.org/W3019119961","https://openalex.org/W3032699545","https://openalex.org/W3091792199","https://openalex.org/W3094595351","https://openalex.org/W3118932422","https://openalex.org/W3158631207","https://openalex.org/W3181240463","https://openalex.org/W3184812167","https://openalex.org/W3186805621","https://openalex.org/W3189601601","https://openalex.org/W3195380476","https://openalex.org/W3197787446","https://openalex.org/W3199008037","https://openalex.org/W3205512245","https://openalex.org/W3205551466","https://openalex.org/W3205594709","https://openalex.org/W3211522713","https://openalex.org/W3212925274","https://openalex.org/W4200386936","https://openalex.org/W4200566685","https://openalex.org/W4206927827","https://openalex.org/W4224926219","https://openalex.org/W4224985589","https://openalex.org/W4283707079","https://openalex.org/W4283716944","https://openalex.org/W4285602688","https://openalex.org/W4294415654","https://openalex.org/W4307847583","https://openalex.org/W4308052494","https://openalex.org/W4308444194","https://openalex.org/W4308902196","https://openalex.org/W4308979724","https://openalex.org/W4309078864","https://openalex.org/W4309094718","https://openalex.org/W4310493837","https://openalex.org/W4312782274","https://openalex.org/W4317214807","https://openalex.org/W4318242821","https://openalex.org/W4318480345","https://openalex.org/W4320035132","https://openalex.org/W4361855028","https://openalex.org/W4362673398","https://openalex.org/W4378417152","https://openalex.org/W4384028920","https://openalex.org/W4384161921","https://openalex.org/W4385453535","https://openalex.org/W4386782110","https://openalex.org/W4389104899","https://openalex.org/W4389879930","https://openalex.org/W4391252043","https://openalex.org/W4391582828","https://openalex.org/W4391935884","https://openalex.org/W4391974589","https://openalex.org/W4392729268","https://openalex.org/W4392844919","https://openalex.org/W4392883213","https://openalex.org/W4393140397","https://openalex.org/W4394773665","https://openalex.org/W4395097643","https://openalex.org/W4395097800","https://openalex.org/W4396594838","https://openalex.org/W4399107553","https://openalex.org/W4399107575","https://openalex.org/W4399344472","https://openalex.org/W4399552146","https://openalex.org/W4399666302","https://openalex.org/W4400188587","https://openalex.org/W4400905597","https://openalex.org/W4401325147","https://openalex.org/W4401372231","https://openalex.org/W4401419478","https://openalex.org/W4401507722","https://openalex.org/W4401537518","https://openalex.org/W4401607907","https://openalex.org/W4401750493","https://openalex.org/W4401806744","https://openalex.org/W4401841076","https://openalex.org/W4401894695","https://openalex.org/W4402428446","https://openalex.org/W4402536012","https://openalex.org/W4402600016","https://openalex.org/W4402830621","https://openalex.org/W4402895000","https://openalex.org/W4403280153","https://openalex.org/W4403722135","https://openalex.org/W4403977315","https://openalex.org/W4404033128","https://openalex.org/W4404171777","https://openalex.org/W4404688458","https://openalex.org/W4404852413","https://openalex.org/W4405179881","https://openalex.org/W4405430060","https://openalex.org/W4405978172","https://openalex.org/W4406046900","https://openalex.org/W4406205672","https://openalex.org/W4407569914","https://openalex.org/W4407763442","https://openalex.org/W4407923451","https://openalex.org/W4408459483","https://openalex.org/W4409011605","https://openalex.org/W4409076886","https://openalex.org/W4409560728","https://openalex.org/W4409616693","https://openalex.org/W4410342868","https://openalex.org/W4410541663","https://openalex.org/W4415797223"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-12-26T00:00:00"}
