{"id":"https://openalex.org/W4360863153","doi":"https://doi.org/10.3390/s23073382","title":"Diverse Task Classification from Activation Patterns of Functional Neuro-Images Using Feature Fusion Module","display_name":"Diverse Task Classification from Activation Patterns of Functional Neuro-Images Using Feature Fusion Module","publication_year":2023,"publication_date":"2023-03-23","ids":{"openalex":"https://openalex.org/W4360863153","doi":"https://doi.org/10.3390/s23073382","pmid":"https://pubmed.ncbi.nlm.nih.gov/37050440"},"language":"en","primary_location":{"id":"doi:10.3390/s23073382","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s23073382","pdf_url":"https://www.mdpi.com/1424-8220/23/7/3382/pdf?version=1679577078","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/7/3382/pdf?version=1679577078","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087713583","display_name":"Osman Tayfun Bi\u015fkin","orcid":"https://orcid.org/0000-0002-2326-9438"},"institutions":[{"id":"https://openalex.org/I54515432","display_name":"Burdur Mehmet Akif Ersoy \u00dcniversitesi","ror":"https://ror.org/04xk0dc21","country_code":"TR","type":"education","lineage":["https://openalex.org/I54515432"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Osman Tayfun Bi\u015fkin","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Burdur Mehmet Akif Ersoy University, Burdur 15030, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-2326-9438","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Burdur Mehmet Akif Ersoy University, Burdur 15030, Turkey","institution_ids":["https://openalex.org/I54515432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026957584","display_name":"Cemre Candemir","orcid":"https://orcid.org/0000-0001-9850-137X"},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Cemre Candemir","raw_affiliation_strings":["International Computer Institute, Ege University, Izmir 35100, Turkey","Standardization of Computational Anatomy Techniques, SoCAT Lab, Ege University, Izmir 35100, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-9850-137X","affiliations":[{"raw_affiliation_string":"International Computer Institute, Ege University, Izmir 35100, Turkey","institution_ids":["https://openalex.org/I41641357"]},{"raw_affiliation_string":"Standardization of Computational Anatomy Techniques, SoCAT Lab, Ege University, Izmir 35100, Turkey","institution_ids":["https://openalex.org/I41641357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027453910","display_name":"Ali Saffet G\u00f6n\u00fcl","orcid":"https://orcid.org/0000-0003-3522-1359"},"institutions":[{"id":"https://openalex.org/I41641357","display_name":"Ege University","ror":"https://ror.org/02eaafc18","country_code":"TR","type":"education","lineage":["https://openalex.org/I41641357"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ali Saffet Gonul","raw_affiliation_strings":["Department of Psychiatry, Medical Faculty, Ege University, Izmir 35100, Turkey","Standardization of Computational Anatomy Techniques, SoCAT Lab, Ege University, Izmir 35100, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-3522-1359","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Medical Faculty, Ege University, Izmir 35100, Turkey","institution_ids":["https://openalex.org/I41641357"]},{"raw_affiliation_string":"Standardization of Computational Anatomy Techniques, SoCAT Lab, Ege University, Izmir 35100, Turkey","institution_ids":["https://openalex.org/I41641357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071792338","display_name":"M. Alper Selver","orcid":"https://orcid.org/0000-0002-8445-0388"},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Alper Selver","raw_affiliation_strings":["Department of Electrical and Electronics Engineering and Izmir Health Technologies Development and Accelerator (BioIzmir), Dokuz Eylul University, Izmir 35160, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-8445-0388","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering and Izmir Health Technologies Development and Accelerator (BioIzmir), Dokuz Eylul University, Izmir 35160, Turkey","institution_ids":["https://openalex.org/I193615760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026957584"],"corresponding_institution_ids":["https://openalex.org/I41641357"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.3343,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54756036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"23","issue":"7","first_page":"3382","last_page":"3382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9997000098228455,"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":0.9997000098228455,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9965999722480774,"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":0.713588297367096},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6915144324302673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6236213445663452},{"id":"https://openalex.org/keywords/human-connectome-project","display_name":"Human Connectome Project","score":0.5606118440628052},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5522277355194092},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4998607635498047},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4902792274951935},{"id":"https://openalex.org/keywords/complementarity","display_name":"Complementarity (molecular biology)","score":0.4646320641040802},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.45574450492858887},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.4151299297809601},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37981748580932617},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.2823832631111145},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08792510628700256},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08582726120948792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713588297367096},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6915144324302673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6236213445663452},{"id":"https://openalex.org/C97820695","wikidata":"https://www.wikidata.org/wiki/Q387749","display_name":"Human Connectome Project","level":3,"score":0.5606118440628052},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5522277355194092},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4998607635498047},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4902792274951935},{"id":"https://openalex.org/C202269582","wikidata":"https://www.wikidata.org/wiki/Q2644277","display_name":"Complementarity (molecular biology)","level":2,"score":0.4646320641040802},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.45574450492858887},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.4151299297809601},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37981748580932617},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.2823832631111145},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08792510628700256},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08582726120948792},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"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":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23073382","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s23073382","pdf_url":"https://www.mdpi.com/1424-8220/23/7/3382/pdf?version=1679577078","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37050440","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37050440","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10098749","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10098749","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10098749/pdf/sensors-23-03382.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:af05ea2ae6084602a7870b5ea597d123","is_oa":true,"landing_page_url":"https://doaj.org/article/af05ea2ae6084602a7870b5ea597d123","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 7, p 3382 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/7/3382/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23073382","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 7; Pages: 3382","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23073382","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s23073382","pdf_url":"https://www.mdpi.com/1424-8220/23/7/3382/pdf?version=1679577078","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4360863153.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1529639928","https://openalex.org/W1597053271","https://openalex.org/W1926034826","https://openalex.org/W1979733564","https://openalex.org/W2007226897","https://openalex.org/W2023113251","https://openalex.org/W2036439084","https://openalex.org/W2040065676","https://openalex.org/W2042466299","https://openalex.org/W2049423401","https://openalex.org/W2053061537","https://openalex.org/W2056957254","https://openalex.org/W2064675550","https://openalex.org/W2071714163","https://openalex.org/W2089632738","https://openalex.org/W2096545952","https://openalex.org/W2097267381","https://openalex.org/W2118693417","https://openalex.org/W2131987814","https://openalex.org/W2132984323","https://openalex.org/W2161477411","https://openalex.org/W2414583611","https://openalex.org/W2791691005","https://openalex.org/W2792043877","https://openalex.org/W2888437034","https://openalex.org/W2898906377","https://openalex.org/W2931860752","https://openalex.org/W2949290395","https://openalex.org/W2949812321","https://openalex.org/W2954107114","https://openalex.org/W2973148618","https://openalex.org/W2980175391","https://openalex.org/W2988672064","https://openalex.org/W3002381343","https://openalex.org/W3126977642","https://openalex.org/W3129620178","https://openalex.org/W4318991843"],"related_works":["https://openalex.org/W2601707947","https://openalex.org/W2168298321","https://openalex.org/W2803889471","https://openalex.org/W2387620927","https://openalex.org/W2294986132","https://openalex.org/W2953062348","https://openalex.org/W2365936003","https://openalex.org/W2096672020","https://openalex.org/W2790620361","https://openalex.org/W1964455563"],"abstract_inverted_index":{"One":[0],"of":[1,14,28,57,71,79,100,103,169],"the":[2,12,23,55,58,68,75,101,185,188],"emerging":[3],"fields":[4],"in":[5],"functional":[6],"magnetic":[7],"resonance":[8],"imaging":[9],"(fMRI)":[10],"is":[11,20,74,150],"decoding":[13],"different":[15],"stimulations.":[16],"The":[17],"underlying":[18],"idea":[19],"to":[21,47,126,157,182,192],"reveal":[22,177],"hidden":[24],"representative":[25],"signal":[26],"patterns":[27],"various":[29],"fMRI":[30,90],"tasks":[31,40,91],"for":[32,131,152,162,194],"achieving":[33],"high":[34],"task-classification":[35],"performance.":[36],"Unfortunately,":[37],"when":[38],"multiple":[39],"are":[41,51,190],"processed,":[42],"performance":[43],"remains":[44],"limited":[45],"due":[46],"several":[48],"challenges,":[49],"which":[50,84],"rarely":[52],"addressed":[53],"since":[54],"majority":[56],"state-of-the-art":[59],"studies":[60],"cover":[61],"a":[62,80,97,119,128,146,166],"single":[63],"neuronal":[64],"activity":[65],"task.":[66],"Accordingly,":[67],"first":[69],"contribution":[70],"this":[72,107],"study":[73],"collection":[76],"and":[77,88,171,187],"release":[78],"rigorously":[81],"acquired":[82],"dataset,":[83,109],"contains":[85],"cognitive,":[86],"behavioral,":[87],"affective":[89],"together":[92],"with":[93,138],"resting":[94],"state.":[95],"After":[96],"comprehensive":[98],"analysis":[99],"pitfalls":[102],"existing":[104],"systems":[105],"on":[106],"new":[108],"we":[110,164],"propose":[111],"an":[112],"automatic":[113],"multitask":[114],"classification":[115,179],"(MTC)":[116],"strategy":[117],"using":[118],"feature":[120,147],"fusion":[121],"module":[122],"(FFM).":[123],"FFM":[124,144],"aims":[125],"create":[127],"unique":[129],"signature":[130],"each":[132],"task":[133,154],"by":[134],"combining":[135],"deep":[136],"features":[137],"time-frequency":[139],"representations.":[140],"We":[141],"show":[142],"that":[143,149],"creates":[145],"space":[148],"superior":[151],"representing":[153],"characteristics":[155],"compared":[156,181],"their":[158,173],"individual":[159],"use.":[160],"Finally,":[161],"MTC,":[163],"test":[165],"diverse":[167],"set":[168],"deep-models":[170],"analyze":[172],"complementarity.":[174],"Our":[175],"results":[176],"higher":[178],"accuracy":[180],"benchmarks.":[183],"Both":[184],"dataset":[186],"code":[189],"accessible":[191],"researchers":[193],"further":[195],"developments.":[196]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
