{"id":"https://openalex.org/W4414229201","doi":"https://doi.org/10.1109/tip.2025.3607633","title":"Spatio-Temporal Evolutionary Graph Learning for Brain Network Analysis Using Medical Imaging","display_name":"Spatio-Temporal Evolutionary Graph Learning for Brain Network Analysis Using Medical Imaging","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414229201","doi":"https://doi.org/10.1109/tip.2025.3607633","pmid":"https://pubmed.ncbi.nlm.nih.gov/40956710"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2025.3607633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3607633","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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":null,"display_name":"Shengrong Li","orcid":"https://orcid.org/0009-0006-1463-775X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengrong Li","raw_affiliation_strings":["College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0006-1463-775X","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037290686","display_name":"Qi Zhu","orcid":"https://orcid.org/0000-0001-7740-292X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhu","raw_affiliation_strings":["College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7740-292X","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010248697","display_name":"Chunwei Tian","orcid":"https://orcid.org/0000-0002-6058-5077"},"institutions":[{"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":"Chunwei Tian","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-6058-5077","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425704","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0003-1092-7531"},"institutions":[{"id":"https://openalex.org/I4210109791","display_name":"Nanjing Brain Hospital","ror":"https://ror.org/01wcx2305","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210109791"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["Department of Geriatrics, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-1092-7531","affiliations":[{"raw_affiliation_string":"Department of Geriatrics, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China","institution_ids":["https://openalex.org/I4210109791","https://openalex.org/I83519826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100623246","display_name":"Bo Shen","orcid":"https://orcid.org/0000-0001-7763-3496"},"institutions":[{"id":"https://openalex.org/I4210109791","display_name":"Nanjing Brain Hospital","ror":"https://ror.org/01wcx2305","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210109791"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Shen","raw_affiliation_strings":["Department of Geriatrics, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7763-3496","affiliations":[{"raw_affiliation_string":"Department of Geriatrics, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, China","institution_ids":["https://openalex.org/I4210109791","https://openalex.org/I83519826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107808853","display_name":"Chuhang Zheng","orcid":"https://orcid.org/0009-0008-0451-5091"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuhang Zheng","raw_affiliation_strings":["College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0008-0451-5091","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018821033","display_name":"Daoqiang Zhang","orcid":"https://orcid.org/0000-0002-5658-7643"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daoqiang Zhang","raw_affiliation_strings":["College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-5658-7643","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107808148","display_name":"Wei Shao","orcid":"https://orcid.org/0000-0002-8554-7245"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Shao","raw_affiliation_strings":["College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-8554-7245","affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.396,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85930492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"34","issue":null,"first_page":"5860","last_page":"5872"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.8561000227928162,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.8561000227928162,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.824999988079071,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.8116000294685364,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5554999709129333},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5278000235557556},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46939998865127563},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.46320000290870667},{"id":"https://openalex.org/keywords/topological-data-analysis","display_name":"Topological data analysis","score":0.45669999718666077},{"id":"https://openalex.org/keywords/brain-disease","display_name":"Brain disease","score":0.42500001192092896},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4244999885559082},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42309999465942383},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4147999882698059},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.39469999074935913}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6868000030517578},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5554999709129333},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5278000235557556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.506600022315979},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46939998865127563},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.46320000290870667},{"id":"https://openalex.org/C2776477805","wikidata":"https://www.wikidata.org/wiki/Q4460773","display_name":"Topological data analysis","level":2,"score":0.45669999718666077},{"id":"https://openalex.org/C2991673738","wikidata":"https://www.wikidata.org/wiki/Q5062122","display_name":"Brain disease","level":3,"score":0.42500001192092896},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4244999885559082},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42309999465942383},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4147999882698059},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.39469999074935913},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3937000036239624},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.39100000262260437},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.3783000111579895},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.37310001254081726},{"id":"https://openalex.org/C157406716","wikidata":"https://www.wikidata.org/wiki/Q4115842","display_name":"Topological graph theory","level":5,"score":0.36320000886917114},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.33880001306533813},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.32269999384880066},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.31150001287460327},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.30649998784065247},{"id":"https://openalex.org/C8764922","wikidata":"https://www.wikidata.org/wiki/Q17104195","display_name":"Topological graph","level":3,"score":0.2919999957084656},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C28225019","wikidata":"https://www.wikidata.org/wiki/Q4915005","display_name":"Biological network","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26019999384880066},{"id":"https://openalex.org/C2874115","wikidata":"https://www.wikidata.org/wiki/Q17099562","display_name":"Persistent homology","level":2,"score":0.2533999979496002}],"mesh":[{"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":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","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":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","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":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D062211","descriptor_name":"Spatio-Temporal Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062211","descriptor_name":"Spatio-Temporal Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2025.3607633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3607633","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:40956710","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40956710","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2320048606","display_name":null,"funder_award_id":"2023YFF1204803","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3081035669","display_name":null,"funder_award_id":"62272226","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5293734332","display_name":null,"funder_award_id":"62076129","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5318172335","display_name":null,"funder_award_id":"BE2022842","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G7869937607","display_name":null,"funder_award_id":"62136004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8386303559","display_name":null,"funder_award_id":"62276130","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G85760107","display_name":null,"funder_award_id":"62371234","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8888005676","display_name":null,"funder_award_id":"BK20231438","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/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":51,"referenced_works":["https://openalex.org/W2001608893","https://openalex.org/W2034845343","https://openalex.org/W2057550180","https://openalex.org/W2058046532","https://openalex.org/W2069908974","https://openalex.org/W2345678177","https://openalex.org/W2762645592","https://openalex.org/W2764327031","https://openalex.org/W2765936263","https://openalex.org/W2787999987","https://openalex.org/W2954520076","https://openalex.org/W2964015378","https://openalex.org/W3000118808","https://openalex.org/W3021376323","https://openalex.org/W3111401718","https://openalex.org/W3127588730","https://openalex.org/W3155911319","https://openalex.org/W3160521808","https://openalex.org/W3204314450","https://openalex.org/W3204549153","https://openalex.org/W3214219655","https://openalex.org/W4200525356","https://openalex.org/W4206471589","https://openalex.org/W4281251216","https://openalex.org/W4283707079","https://openalex.org/W4304084091","https://openalex.org/W4306319049","https://openalex.org/W4311963244","https://openalex.org/W4313639953","https://openalex.org/W4319990494","https://openalex.org/W4376507185","https://openalex.org/W4382240095","https://openalex.org/W4384080092","https://openalex.org/W4387211028","https://openalex.org/W4387211062","https://openalex.org/W4387211776","https://openalex.org/W4387211910","https://openalex.org/W4387717514","https://openalex.org/W4389564227","https://openalex.org/W4390501292","https://openalex.org/W4391582828","https://openalex.org/W4399377402","https://openalex.org/W4399449793","https://openalex.org/W4399597282","https://openalex.org/W4401325147","https://openalex.org/W4401750493","https://openalex.org/W4402716025","https://openalex.org/W4402893720","https://openalex.org/W4403094471","https://openalex.org/W4407155045","https://openalex.org/W4408970812"],"related_works":[],"abstract_inverted_index":{"Dynamic":[0],"functional":[1],"brain":[2,21,40,77,164,220],"network":[3],"(DFBN)":[4],"can":[5,212],"flexibly":[6],"describe":[7],"the":[8,14,27,35,39,44,69,103,109,113,130,135,144,151,157,195,203,207,215],"time-varying":[9],"topological":[10,46,86,95,196],"connectivity":[11],"patterns":[12],"of":[13,26,105,146],"brain,":[15],"and":[16,112,118,124,137,191,211],"show":[17,201],"great":[18],"potential":[19],"in":[20,59,97,116],"disease":[22],"diagnosis.":[23],"However,":[24],"most":[25,161],"existing":[28],"DFBN":[29,107],"analysis":[30],"methods":[31],"focus":[32],"on":[33],"capturing":[34],"dynamic":[36],"interaction":[37],"at":[38,134],"region":[41],"level,":[42],"ignoring":[43],"spatio-temporal":[45,94,180],"evolution":[47,87,132,153,197,217],"across":[48,222],"time":[49],"windows.":[50,223],"Moreover,":[51],"they":[52],"are":[53,73,160],"difficult":[54],"to":[55,63,76,91,128,149,155,163,186],"suppress":[56],"interfering":[57],"connections":[58],"DFBNs,":[60],"which":[61],"leads":[62],"a":[64,85,178],"diminished":[65],"capacity":[66],"for":[67],"discerning":[68],"intrinsic":[70],"structures":[71,158],"that":[72,159,202],"intimately":[74],"linked":[75],"disorders.":[78],"To":[79],"address":[80],"these":[81],"issues,":[82],"we":[83,100,142,176],"propose":[84],"graph":[88,154,184],"learning":[89],"model":[90,181],"capture":[92,129],"disease-related":[93],"features":[96],"DFBNs.":[98,172],"Specifically,":[99],"first":[101],"take":[102],"hubness":[104],"adjacent":[106,171],"as":[108],"source":[110],"domain":[111,115],"target":[114],"turn,":[117],"then":[119],"use":[120],"Wasserstein":[121],"distance":[122,126],"(WD)":[123],"Gromov-Wasserstein":[125],"(GWD)":[127],"brain's":[131],"law":[133],"node":[136],"edge":[138],"levels,":[139],"respectively.":[140],"Furthermore,":[141],"introduce":[143],"principle":[145],"relevant":[147,162],"information":[148,169,216],"guide":[150],"topology":[152],"learn":[156],"diseases":[165],"yet":[166],"least":[167],"redundant":[168],"between":[170,219],"On":[173],"this":[174],"basis,":[175],"develop":[177],"high-order":[179],"with":[182],"multi-hop":[183],"convolution":[185],"collaboratively":[187],"extract":[188],"long-range":[189],"spatial":[190],"temporal":[192],"dependencies":[193],"from":[194],"graph.":[198],"Extensive":[199],"experiments":[200],"proposed":[204],"method":[205],"outperforms":[206],"current":[208],"state-of-the-art":[209],"methods,":[210],"effectively":[213],"reveal":[214],"mechanism":[218],"regions":[221]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
