{"id":"https://openalex.org/W4401751929","doi":"https://doi.org/10.1109/isbi56570.2024.10635124","title":"Joint Subject-Identification and Task-Decoding From Inferred Functional Brain Graphs Via a Multi-Task Neural Network","display_name":"Joint Subject-Identification and Task-Decoding From Inferred Functional Brain Graphs Via a Multi-Task Neural Network","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401751929","doi":"https://doi.org/10.1109/isbi56570.2024.10635124"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635124","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-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/A5040711675","display_name":"Elif Sema Balcioglu","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Elif Sema Balcioglu","raw_affiliation_strings":["Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054165469","display_name":"Berkay D\u00f6ner","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Berkay Doner","raw_affiliation_strings":["Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067171893","display_name":"Ekansh Sareen","orcid":"https://orcid.org/0000-0003-2182-0326"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ekansh Sareen","raw_affiliation_strings":["Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003693672","display_name":"Dimitri Van De Ville","orcid":"https://orcid.org/0000-0002-2879-3861"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Dimitri Van De Ville","raw_affiliation_strings":["Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001974625","display_name":"Hamid Behjat","orcid":"https://orcid.org/0000-0001-6729-6801"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Hamid Behjat","raw_affiliation_strings":["Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland"],"affiliations":[{"raw_affiliation_string":"Neuro-X Institute,École Polytechnique Fédérale de Lausanne,Geneva,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040711675"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":1.0902,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76174846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9994999766349792,"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":0.9994999766349792,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7829212546348572},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7496957778930664},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.719103991985321},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6489766240119934},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6377519965171814},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4665507972240448},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4601031541824341},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.43201425671577454},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4042688012123108},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39359259605407715},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14476114511489868},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08066946268081665}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7829212546348572},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7496957778930664},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.719103991985321},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6489766240119934},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6377519965171814},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4665507972240448},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4601031541824341},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.43201425671577454},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4042688012123108},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39359259605407715},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14476114511489868},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08066946268081665},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635124","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635124","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1983208069","https://openalex.org/W2024729467","https://openalex.org/W2069908974","https://openalex.org/W2111902267","https://openalex.org/W2132914434","https://openalex.org/W2558748708","https://openalex.org/W2624871570","https://openalex.org/W2772124661","https://openalex.org/W2784924902","https://openalex.org/W2792643794","https://openalex.org/W2951617899","https://openalex.org/W2964012239","https://openalex.org/W2980591033","https://openalex.org/W3119000187","https://openalex.org/W3161380391","https://openalex.org/W3174132684","https://openalex.org/W3207543955","https://openalex.org/W4210518162","https://openalex.org/W4295750005","https://openalex.org/W4366200720","https://openalex.org/W4372337799","https://openalex.org/W4385489001","https://openalex.org/W4387418437","https://openalex.org/W4387542198","https://openalex.org/W4388118111","https://openalex.org/W4398198961","https://openalex.org/W6631190155","https://openalex.org/W6638667902","https://openalex.org/W6689213722","https://openalex.org/W6736518430","https://openalex.org/W6739365718","https://openalex.org/W6749029207"],"related_works":["https://openalex.org/W2161474341","https://openalex.org/W4302615923","https://openalex.org/W3203142394","https://openalex.org/W2351061015","https://openalex.org/W4220731478","https://openalex.org/W1974101135","https://openalex.org/W2017509870","https://openalex.org/W4251141768","https://openalex.org/W4360952157","https://openalex.org/W2153647085"],"abstract_inverted_index":{"Functional":[0],"connectivity":[1],"(FC)":[2],"between":[3],"brain":[4,80,145],"regions":[5],"as":[6],"manifested":[7],"via":[8,47,123],"fMRI":[9,61,96,120],"entails":[10],"signatures":[11],"that":[12],"can":[13],"be":[14],"used":[15],"to":[16,33,40,71,133],"differentiate":[17],"individuals":[18],"and":[19,75,137,149],"decode":[20],"cognitive":[21],"tasks.":[22,97],"In":[23],"this":[24],"work,":[25],"we":[26,50,126],"use":[27],"methods":[28],"from":[29,54,77,89,111,118],"graph":[30],"structure":[31],"inference":[32],"estimate":[34],"FC,":[35],"which":[36],"is":[37],"in":[38,147],"contrast":[39],"the":[41,84,90,103,134,141],"conventional":[42],"approach":[43],"of":[44,59,107,144],"deriving":[45],"FC":[46,52,108],"correlation.":[48],"Moreover,":[49],"infer":[51],"graphs":[53,109,116],"seed-based":[55,112],"co-activation":[56],"patterns":[57],"instead":[58],"raw":[60,119],"data.":[62,121],"We":[63,82],"also":[64],"propose":[65],"a":[66,128],"multi-task":[67],"neural":[68,135],"network":[69],"architecture":[70],"jointly":[72],"perform":[73],"subject-identification":[74,148],"task-decoding":[76,105],"inferred":[78,110,117],"functional":[79],"graphs.":[81],"validate":[83],"developed":[85],"model":[86],"on":[87],"data":[88],"Human":[91],"Connectome":[92],"Project":[93],"across":[94],"eight":[95],"Most":[98],"importantly,":[99],"our":[100],"results":[101,139],"show":[102],"superior":[104],"performance":[106],"activity":[113],"maps":[114],"over":[115],"Furthermore,":[122],"gradient-based":[124],"back-projection,":[125],"derive":[127],"significance":[129],"score":[130],"for":[131],"inputs":[132],"network,":[136],"present":[138],"showing":[140],"differential":[142],"role":[143],"connections":[146],"task-decoding.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}