{"id":"https://openalex.org/W4391582828","doi":"https://doi.org/10.1109/tmi.2024.3363014","title":"Spatio-Temporal Graph Hubness Propagation Model for Dynamic Brain Network Classification","display_name":"Spatio-Temporal Graph Hubness Propagation Model for Dynamic Brain Network Classification","publication_year":2024,"publication_date":"2024-02-06","ids":{"openalex":"https://openalex.org/W4391582828","doi":"https://doi.org/10.1109/tmi.2024.3363014","pmid":"https://pubmed.ncbi.nlm.nih.gov/38319754"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3363014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3363014","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/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":true,"raw_author_name":"Qi Zhu","raw_affiliation_strings":["College of Computer Science and Technology and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology 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 Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101872576","display_name":"Shengrong Li","orcid":"https://orcid.org/0009-0009-7064-9976"},"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 Computer Science and Technology and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology 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 Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100871908","display_name":"Xiangshui Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangshui Meng","raw_affiliation_strings":["Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002716505","display_name":"Qiang Xu","orcid":"https://orcid.org/0000-0002-7739-7515"},"institutions":[{"id":"https://openalex.org/I2799773085","display_name":"Nanjing General Hospital of Nanjing Military Command","ror":"https://ror.org/04kmpyd03","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2799773085"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Xu","raw_affiliation_strings":["Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, China","institution_ids":["https://openalex.org/I881766915","https://openalex.org/I2799773085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009232540","display_name":"Zhiqiang Zhang","orcid":"https://orcid.org/0000-0002-3993-7330"},"institutions":[{"id":"https://openalex.org/I2799773085","display_name":"Nanjing General Hospital of Nanjing Military Command","ror":"https://ror.org/04kmpyd03","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2799773085"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Zhang","raw_affiliation_strings":["Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging, Nanjing Jinling Hospital, Nanjing University School of Medicine, Nanjing, China","institution_ids":["https://openalex.org/I881766915","https://openalex.org/I2799773085"]}]},{"author_position":"middle","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 Computer Science and Technology and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology 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 Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","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 Computer Science and Technology and the Key Laboratory of Brain-Machine Intelligence Technology, Ministry of Education, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology 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 Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5037290686"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":13.9331,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.99371331,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"43","issue":"6","first_page":"2381","last_page":"2394"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9979000091552734,"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":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7685615420341492},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.5512816905975342},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5426235198974609},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5412741303443909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4865080714225769},{"id":"https://openalex.org/keywords/dynamic-functional-connectivity","display_name":"Dynamic functional connectivity","score":0.46919843554496765},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.4617690145969391},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.39951029419898987},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3271811008453369},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.26524674892425537},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.22352352738380432},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.17004528641700745},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11496847867965698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7685615420341492},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.5512816905975342},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5426235198974609},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5412741303443909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4865080714225769},{"id":"https://openalex.org/C2781312939","wikidata":"https://www.wikidata.org/wiki/Q17088721","display_name":"Dynamic functional connectivity","level":3,"score":0.46919843554496765},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.4617690145969391},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.39951029419898987},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3271811008453369},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.26524674892425537},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.22352352738380432},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17004528641700745},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11496847867965698},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"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":"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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, 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":"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":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009415","descriptor_name":"Nerve Net","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3363014","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3363014","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:38319754","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38319754","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/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/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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1498293535","https://openalex.org/W1561792123","https://openalex.org/W1935044618","https://openalex.org/W1979138969","https://openalex.org/W2085647447","https://openalex.org/W2109883003","https://openalex.org/W2131494589","https://openalex.org/W2146096861","https://openalex.org/W2270860194","https://openalex.org/W2345678177","https://openalex.org/W2502203196","https://openalex.org/W2526511911","https://openalex.org/W2561070369","https://openalex.org/W2730632269","https://openalex.org/W2737156152","https://openalex.org/W2739586375","https://openalex.org/W2768801566","https://openalex.org/W2779020697","https://openalex.org/W2792637072","https://openalex.org/W2795770252","https://openalex.org/W2795965218","https://openalex.org/W2902337992","https://openalex.org/W2935087249","https://openalex.org/W2957048678","https://openalex.org/W2964015378","https://openalex.org/W2969901581","https://openalex.org/W2970941564","https://openalex.org/W3000669061","https://openalex.org/W3006750212","https://openalex.org/W3021376323","https://openalex.org/W3035206316","https://openalex.org/W3039075121","https://openalex.org/W3089503988","https://openalex.org/W3100142588","https://openalex.org/W3100993589","https://openalex.org/W3103720336","https://openalex.org/W3159550360","https://openalex.org/W3168235144","https://openalex.org/W3178426278","https://openalex.org/W3180281631","https://openalex.org/W3204549153","https://openalex.org/W4224985589","https://openalex.org/W4293679654","https://openalex.org/W4297733535","https://openalex.org/W4304084091","https://openalex.org/W4308052494","https://openalex.org/W4308235690","https://openalex.org/W4309413268","https://openalex.org/W4309930488","https://openalex.org/W4312095950","https://openalex.org/W4313639953","https://openalex.org/W4320024280","https://openalex.org/W4380136721","https://openalex.org/W4384161921","https://openalex.org/W4387211062","https://openalex.org/W6682962330","https://openalex.org/W6729874289","https://openalex.org/W6738964360","https://openalex.org/W6761665040","https://openalex.org/W6785773631","https://openalex.org/W6795171876","https://openalex.org/W6798429009","https://openalex.org/W6838252289"],"related_works":["https://openalex.org/W3011154669","https://openalex.org/W2950176379","https://openalex.org/W4327979830","https://openalex.org/W4388949016","https://openalex.org/W2429566032","https://openalex.org/W4389542209","https://openalex.org/W3032922651","https://openalex.org/W2511368480","https://openalex.org/W3036155140","https://openalex.org/W3119218994"],"abstract_inverted_index":{"Dynamic":[0],"brain":[1,8,17,26,35,45,63,76,97,128,132,145,167,204,231,242],"network":[2,9,106,133,176],"has":[3,21],"the":[4,12,32,56,70,91,95,110,116,124,131,148,183,191,195,202,210,215,237],"advantage":[5],"over":[6],"static":[7],"in":[10,25,74,130,230],"characterizing":[11],"variation":[13],"pattern":[14],"of":[15,31,61,94,127,134,165,241],"functional":[16,62],"connectivity,":[18],"and":[19,99,112,186,214,246],"it":[20],"attracted":[22],"increasing":[23],"attention":[24,178],"disease":[27,232],"diagnosis.":[28],"However,":[29],"most":[30],"existing":[33],"dynamic":[34,58,75,96,166,203,239],"networks":[36,46],"analysis":[37],"methods":[38,229],"rely":[39],"on":[40,209],"extracting":[41],"features":[42,73,114],"from":[43,115,190],"independent":[44],"divided":[47],"by":[48,158],"sliding":[49],"windows,":[50],"making":[51],"them":[52],"hard":[53],"to":[54,83,89,180],"reveal":[55],"high-order":[57,162],"evolution":[59,93,117,164],"laws":[60],"networks.":[64,77,118,168,193],"Additionally,":[65],"they":[66],"cannot":[67],"effectively":[68],"extract":[69,182],"spatio-temporal":[71,103,173],"topology":[72,92,163,188],"In":[78],"this":[79],"paper,":[80],"we":[81,120,170],"propose":[82],"use":[84],"optimal":[85,159],"transport":[86],"(OT)":[87],"theory":[88],"capture":[90],"networks,":[98],"develop":[100,171],"a":[101,172],"multi-channel":[102],"graph":[104,125,174],"convolutional":[105,175],"that":[107,220],"collaboratively":[108,181],"extracts":[109],"temporal":[111,185],"spatial":[113,187],"Specifically,":[119],"first":[121],"adaptively":[122],"evaluate":[123],"hubness":[126,149],"regions":[129],"each":[135],"time":[136,154],"window,":[137],"which":[138],"comprehensively":[139],"models":[140],"information":[141,151,189],"transmission":[142],"among":[143],"multiple":[144],"regions.":[146],"Second,":[147],"propagation":[150],"across":[152],"adjacent":[153],"windows":[155],"is":[156,198],"captured":[157],"transport,":[160],"describing":[161],"Moreover,":[169],"with":[177],"mechanism":[179],"intrinsic":[184],"above":[192],"Finally,":[194],"multi-layer":[196],"perceptron":[197],"adopted":[199],"for":[200],"classifying":[201],"network.":[205],"The":[206],"extensive":[207],"experiment":[208],"collected":[211],"epilepsy":[212],"dataset":[213,218],"public":[216],"ADNI":[217],"show":[219],"our":[221],"proposed":[222],"method":[223],"not":[224],"only":[225],"outperforms":[226],"several":[227],"state-of-the-art":[228],"diagnosis,":[233],"but":[234],"also":[235],"reveals":[236],"key":[238],"alterations":[240],"connectivities":[243],"between":[244],"patients":[245],"healthy":[247],"controls.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
