{"id":"https://openalex.org/W4402509145","doi":"https://doi.org/10.1109/tnnls.2024.3449419","title":"BrainIB: Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck","display_name":"BrainIB: Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402509145","doi":"https://doi.org/10.1109/tnnls.2024.3449419","pmid":"https://pubmed.ncbi.nlm.nih.gov/39269791"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2024.3449419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3449419","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.vu.nl/en/publications/6db5458f-c3f1-40a1-8931-72c083455a20","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028726628","display_name":"Kaizhong Zheng","orcid":"https://orcid.org/0000-0002-9723-3227"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaizhong Zheng","raw_affiliation_strings":["National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications, and Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications, and Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041358503","display_name":"Shujian Yu","orcid":"https://orcid.org/0000-0002-6385-1705"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Shujian Yu","raw_affiliation_strings":["Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, HV, The Netherlands","Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, HV, The Netherlands","institution_ids":["https://openalex.org/I865915315"]},{"raw_affiliation_string":"Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019688153","display_name":"Baojuan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I9916479","display_name":"Air Force Medical University","ror":"https://ror.org/00ms48f15","country_code":"CN","type":"education","lineage":["https://openalex.org/I9916479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baojuan Li","raw_affiliation_strings":["School of Biomedical Engineering, Fourth Military Medical University, Xi’an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Fourth Military Medical University, Xi’an, China","institution_ids":["https://openalex.org/I9916479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013414039","display_name":"Robert Jenssen","orcid":"https://orcid.org/0000-0002-7496-8474"},"institutions":[{"id":"https://openalex.org/I78037679","display_name":"UiT The Arctic University of Norway","ror":"https://ror.org/00wge5k78","country_code":"NO","type":"education","lineage":["https://openalex.org/I78037679"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Robert Jenssen","raw_affiliation_strings":["Machine Learning Group, UiT-The Arctic University of Norway, Tromsø, Norway","Machine Learning Group, UiT–The Arctic University of Norway, Tromso, Norway"],"raw_orcid":"https://orcid.org/0000-0002-7496-8474","affiliations":[{"raw_affiliation_string":"Machine Learning Group, UiT-The Arctic University of Norway, Tromsø, Norway","institution_ids":["https://openalex.org/I78037679"]},{"raw_affiliation_string":"Machine Learning Group, UiT–The Arctic University of Norway, Tromso, Norway","institution_ids":["https://openalex.org/I78037679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077852542","display_name":"Badong Chen","orcid":"https://orcid.org/0000-0003-1710-3818"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Badong Chen","raw_affiliation_strings":["National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications, and Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-1710-3818","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, National Engineering Research Center for Visual Information and Applications, and Institute of Artificial Intelligence and Robotics, Xi’an Jiaotong University, Xi’an, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.836,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.98708031,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"36","issue":"7","first_page":"13066","last_page":"13079"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9413999915122986,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9413999915122986,"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/bottleneck","display_name":"Bottleneck","score":0.8056550025939941},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5117806792259216},{"id":"https://openalex.org/keywords/psychiatric-diagnosis","display_name":"Psychiatric diagnosis","score":0.47543859481811523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4661020040512085},{"id":"https://openalex.org/keywords/information-bottleneck-method","display_name":"Information bottleneck method","score":0.43520426750183105},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.4079199433326721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4075993597507477},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3357086777687073},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15938380360603333},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.12026938796043396},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.06812000274658203}],"concepts":[{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.8056550025939941},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5117806792259216},{"id":"https://openalex.org/C2994403141","wikidata":"https://www.wikidata.org/wiki/Q2976573","display_name":"Psychiatric diagnosis","level":3,"score":0.47543859481811523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4661020040512085},{"id":"https://openalex.org/C60008888","wikidata":"https://www.wikidata.org/wiki/Q6031013","display_name":"Information bottleneck method","level":3,"score":0.43520426750183105},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.4079199433326721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4075993597507477},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3357086777687073},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15938380360603333},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.12026938796043396},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.06812000274658203},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"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":"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":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/tnnls.2024.3449419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3449419","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:39269791","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39269791","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 neural networks and learning systems","raw_type":null},{"id":"pmh:oai:research.vu.nl:openaire/6db5458f-c3f1-40a1-8931-72c083455a20","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/6db5458f-c3f1-40a1-8931-72c083455a20","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Zheng, K, Yu, S, Li, B, Jenssen, R & Chen, B 2025, 'BrainIB : Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck', IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 7, pp. 13066-13079. https://doi.org/10.1109/TNNLS.2024.3449419","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:research.vu.nl:publications/6db5458f-c3f1-40a1-8931-72c083455a20","is_oa":true,"landing_page_url":"https://hdl.handle.net/1871.1/6db5458f-c3f1-40a1-8931-72c083455a20","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zheng, K, Yu, S, Li, B, Jenssen, R & Chen, B 2025, 'BrainIB : Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck', IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 7, pp. 13066-13079. https://doi.org/10.1109/TNNLS.2024.3449419","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:research.vu.nl:openaire/6db5458f-c3f1-40a1-8931-72c083455a20","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/6db5458f-c3f1-40a1-8931-72c083455a20","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Zheng, K, Yu, S, Li, B, Jenssen, R & Chen, B 2025, 'BrainIB : Interpretable Brain Network-Based Psychiatric Diagnosis With Graph Information Bottleneck', IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 7, pp. 13066-13079. https://doi.org/10.1109/TNNLS.2024.3449419","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1087951645","display_name":null,"funder_award_id":"62311540022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G176766011","display_name":null,"funder_award_id":"309439","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3833898155","display_name":null,"funder_award_id":"62088102","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5268817677","display_name":null,"funder_award_id":"U21A20485","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6800035256","display_name":null,"funder_award_id":"309439","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1551759367","https://openalex.org/W2006591500","https://openalex.org/W2006931708","https://openalex.org/W2008607322","https://openalex.org/W2020318870","https://openalex.org/W2047892647","https://openalex.org/W2056562706","https://openalex.org/W2119195417","https://openalex.org/W2123469175","https://openalex.org/W2129579709","https://openalex.org/W2167868121","https://openalex.org/W2168372372","https://openalex.org/W2235823035","https://openalex.org/W2565049982","https://openalex.org/W2588018953","https://openalex.org/W2752558629","https://openalex.org/W2755159844","https://openalex.org/W2756072038","https://openalex.org/W2806489700","https://openalex.org/W2884781986","https://openalex.org/W2903043001","https://openalex.org/W2921224201","https://openalex.org/W2945976633","https://openalex.org/W2948144317","https://openalex.org/W2962783375","https://openalex.org/W2966030703","https://openalex.org/W2986842001","https://openalex.org/W2989491368","https://openalex.org/W2991167352","https://openalex.org/W3004120509","https://openalex.org/W3012899000","https://openalex.org/W3020932535","https://openalex.org/W3026748380","https://openalex.org/W3034090344","https://openalex.org/W3044779191","https://openalex.org/W3046009122","https://openalex.org/W3092775435","https://openalex.org/W3094165960","https://openalex.org/W3094279761","https://openalex.org/W3151970860","https://openalex.org/W3198337740","https://openalex.org/W3199008037","https://openalex.org/W3201301914","https://openalex.org/W3205488266","https://openalex.org/W3209610684","https://openalex.org/W3215430231","https://openalex.org/W4286836761","https://openalex.org/W4296217498","https://openalex.org/W4312347724","https://openalex.org/W4321002370","https://openalex.org/W4391252043","https://openalex.org/W6637108112","https://openalex.org/W6726873649","https://openalex.org/W6730091202","https://openalex.org/W6738964360","https://openalex.org/W6752051073","https://openalex.org/W6753331806","https://openalex.org/W6754929296","https://openalex.org/W6777179611","https://openalex.org/W6784958482","https://openalex.org/W6786048916","https://openalex.org/W6788147755","https://openalex.org/W6790580958","https://openalex.org/W6798105513","https://openalex.org/W6810146391"],"related_works":["https://openalex.org/W4401325445","https://openalex.org/W2622284819","https://openalex.org/W1504394672","https://openalex.org/W3089381707","https://openalex.org/W4285254085","https://openalex.org/W3034190530","https://openalex.org/W2741297526","https://openalex.org/W4295728955","https://openalex.org/W3129794609","https://openalex.org/W2949033103"],"abstract_inverted_index":{"Developing":[0],"new":[1,61,94],"diagnostic":[2,46,78],"models":[3,47],"based":[4],"on":[5,152],"the":[6,76,109,120,125,137,163,170,193],"underlying":[7,77],"biological":[8],"mechanisms":[9],"rather":[10],"than":[11],"subjective":[12],"symptoms":[13],"for":[14,30],"psychiatric":[15,31,154],"disorders":[16,32],"is":[17,66,116],"an":[18],"emerging":[19],"consensus.":[20],"Recently,":[21],"machine":[22],"learning":[23],"(ML)-based":[24],"classifiers":[25],"using":[26],"functional":[27,102],"connectivity":[28],"(FC)":[29],"and":[33,57,71,129,144,156,178,184],"healthy":[34],"controls":[35],"(HCs)":[36],"are":[37,48,174,189],"developed":[38],"to":[39,50,53,68,100,118,132],"identify":[40,119],"brain":[41,73,126,148],"markers.":[42],"However,":[43],"existing":[44],"ML-based":[45],"prone":[49],"overfitting":[51],"(due":[52],"insufficient":[54],"training":[55],"samples)":[56],"perform":[58],"poorly":[59],"in":[60,124],"test":[62],"environments.":[63],"Furthermore,":[64],"it":[65],"difficult":[67],"obtain":[69],"explainable":[70],"reliable":[72],"biomarkers":[74,172],"elucidating":[75],"decisions.":[79],"These":[80],"issues":[81],"hinder":[82],"their":[83],"possible":[84],"clinical":[85,177],"applications.":[86],"In":[87],"this":[88],"work,":[89],"we":[90],"propose":[91],"BrainIB,":[92],"a":[93],"graph":[95],"neural":[96],"network":[97,149],"(GNN)":[98],"framework":[99],"analyze":[101],"magnetic":[103],"resonance":[104],"images":[105],"(fMRI),":[106],"by":[107],"leveraging":[108],"famed":[110],"information":[111],"bottleneck":[112],"(IB)":[113],"principle.":[114],"BrainIB":[115,140,160,188],"able":[117],"most":[121],"informative":[122],"edges":[123],"(i.e.,":[127],"subgraph)":[128],"generalizes":[130],"well":[131],"unseen":[133],"data.":[134],"We":[135],"evaluate":[136],"performance":[138],"of":[139,187],"against":[141],"three":[142,153],"baselines":[143],"seven":[145],"state-of-the-art":[146],"(SOTA)":[147],"classification":[150],"methods":[151],"datasets":[155],"observe":[157],"that":[158,173],"our":[159],"always":[161],"achieves":[162],"highest":[164],"diagnosis":[165],"accuracy.":[166],"It":[167],"also":[168],"discovers":[169],"subgraph":[171],"consistent":[175],"with":[176],"neuroimaging":[179],"findings.":[180],"The":[181],"source":[182],"code":[183],"implementation":[185],"details":[186],"freely":[190],"available":[191],"at":[192],"GitHub":[194],"repository":[195],"(https://github.com/SJYuCNEL/brain-and-Information-Bottleneck).":[196]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":5}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}