{"id":"https://openalex.org/W7131309251","doi":"https://doi.org/10.1016/j.patcog.2026.113371","title":"Exploring dynamic interpretable brain networks via hierarchical graph transformer","display_name":"Exploring dynamic interpretable brain networks via hierarchical graph transformer","publication_year":2026,"publication_date":"2026-02-24","ids":{"openalex":"https://openalex.org/W7131309251","doi":"https://doi.org/10.1016/j.patcog.2026.113371"},"language":"en","primary_location":{"id":"doi:10.1016/j.patcog.2026.113371","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2026.113371","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"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":"Pattern Recognition","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/A5126739477","display_name":"Hao Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131893","display_name":"Second Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/03aq7kf18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Hu","raw_affiliation_strings":["Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0009-4894-1196","affiliations":[{"raw_affiliation_string":"Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China","institution_ids":["https://openalex.org/I4210131893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114239393","display_name":"Rundong Xue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131893","display_name":"Second Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/03aq7kf18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rundong Xue","raw_affiliation_strings":["Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0002-9903-5387","affiliations":[{"raw_affiliation_string":"Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China","institution_ids":["https://openalex.org/I4210131893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126732352","display_name":"Shaoyi Du","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131893","display_name":"Second Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/03aq7kf18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131893"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaoyi Du","raw_affiliation_strings":["Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-7092-0596","affiliations":[{"raw_affiliation_string":"Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China","institution_ids":["https://openalex.org/I4210131893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126709435","display_name":"Xiangmin Han","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangmin Han","raw_affiliation_strings":["School of Software, Tsinghua University, 100084, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6789-0568","affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University, 100084, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102576215","display_name":"Jingxi Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131893","display_name":"Second Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/03aq7kf18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxi Feng","raw_affiliation_strings":["Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China","institution_ids":["https://openalex.org/I4210131893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126659735","display_name":"Zeyu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zeyu Zhang","raw_affiliation_strings":["The Australian National University, Canberra, 2601, ACT, Australia"],"raw_orcid":"https://orcid.org/0009-0006-8819-3741","affiliations":[{"raw_affiliation_string":"The Australian National University, Canberra, 2601, ACT, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wei Zeng","orcid":"https://orcid.org/0000-0002-8353-8265"},"institutions":[{"id":"https://openalex.org/I181361081","display_name":"Longyan University","ror":"https://ror.org/0483s5p06","country_code":"CN","type":"education","lineage":["https://openalex.org/I181361081"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zeng","raw_affiliation_strings":["School of Physics and Mechanical and Electrical Engineering, Longyan University, Longyan, 364012, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0002-8353-8265","affiliations":[{"raw_affiliation_string":"School of Physics and Mechanical and Electrical Engineering, Longyan University, Longyan, 364012, Fujian, China","institution_ids":["https://openalex.org/I181361081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126739507","display_name":"Yue Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Gao","raw_affiliation_strings":["School of Software, Tsinghua University, 100084, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4971-590X","affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University, 100084, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126686749","display_name":"Juan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131893","display_name":"Second Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/03aq7kf18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131893"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Juan Wang","raw_affiliation_strings":["Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0003-2273-0138","affiliations":[{"raw_affiliation_string":"Department of Ultrasound, the Second Affiliated Hospital of Xi\u2019an Jiaotong University, and State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi\u2019an Jiaotong University, Xi\u2019an, 710049, Shaanxi, China","institution_ids":["https://openalex.org/I4210131893"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5126686749","https://openalex.org/A5126732352"],"corresponding_institution_ids":["https://openalex.org/I4210131893"],"apc_list":{"value":2710,"currency":"USD","value_usd":2710},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18592556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"178","issue":null,"first_page":"113371","last_page":"113371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.4489000141620636,"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":0.4489000141620636,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.21359999477863312,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.13420000672340393,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8676999807357788},{"id":"https://openalex.org/keywords/subnetwork","display_name":"Subnetwork","score":0.8348000049591064},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4341999888420105},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.39590001106262207},{"id":"https://openalex.org/keywords/power-graph-analysis","display_name":"Power graph analysis","score":0.37459999322891235},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.3637999892234802},{"id":"https://openalex.org/keywords/dynamic-network-analysis","display_name":"Dynamic network analysis","score":0.3407000005245209},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.3222000002861023}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8676999807357788},{"id":"https://openalex.org/C2780186347","wikidata":"https://www.wikidata.org/wiki/Q11414","display_name":"Subnetwork","level":2,"score":0.8348000049591064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7409999966621399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5404999852180481},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43860000371932983},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4341999888420105},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.39590001106262207},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.37459999322891235},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3637999892234802},{"id":"https://openalex.org/C13540734","wikidata":"https://www.wikidata.org/wiki/Q5318996","display_name":"Dynamic network analysis","level":2,"score":0.3407000005245209},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.31369999051094055},{"id":"https://openalex.org/C144986985","wikidata":"https://www.wikidata.org/wiki/Q871236","display_name":"Hierarchical database model","level":2,"score":0.31130000948905945},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.29760000109672546},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C2780217385","wikidata":"https://www.wikidata.org/wiki/Q2389284","display_name":"Hierarchical organization","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25679999589920044},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.25619998574256897},{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.2533000111579895},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.patcog.2026.113371","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2026.113371","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"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":"Pattern Recognition","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6814546142","display_name":null,"funder_award_id":"2023B0303000009","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8008072069","display_name":null,"funder_award_id":"U24A20252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8447362275","display_name":null,"funder_award_id":"2025ZD0217300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1983193528","https://openalex.org/W1987461178","https://openalex.org/W2078524519","https://openalex.org/W2086021750","https://openalex.org/W2110065044","https://openalex.org/W2122457251","https://openalex.org/W2886989735","https://openalex.org/W2950568021","https://openalex.org/W2973007151","https://openalex.org/W3118861474","https://openalex.org/W3199008037","https://openalex.org/W4206714166","https://openalex.org/W4282926996","https://openalex.org/W4315436281","https://openalex.org/W4381327817","https://openalex.org/W4391930719","https://openalex.org/W4396835384","https://openalex.org/W4400020198","https://openalex.org/W4405042042","https://openalex.org/W4409560728"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-02-25T00:00:00"}