{"id":"https://openalex.org/W4405756323","doi":"https://doi.org/10.1109/metroxraine62247.2024.10796015","title":"A Combined Use of Radiomics and Connectomics to Classify Sex and Age in Healthy Subjects: The New \u201cRadioconnectomics\u201d Paradigm","display_name":"A Combined Use of Radiomics and Connectomics to Classify Sex and Age in Healthy Subjects: The New \u201cRadioconnectomics\u201d Paradigm","publication_year":2024,"publication_date":"2024-10-21","ids":{"openalex":"https://openalex.org/W4405756323","doi":"https://doi.org/10.1109/metroxraine62247.2024.10796015"},"language":"en","primary_location":{"id":"doi:10.1109/metroxraine62247.2024.10796015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine62247.2024.10796015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","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/A5044617873","display_name":"Leandro Donisi","orcid":"https://orcid.org/0000-0002-9746-2265"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Leandro Donisi","raw_affiliation_strings":["University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044158562","display_name":"Alessandro Pasquale De Rosa","orcid":null},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Pasquale De Rosa","raw_affiliation_strings":["University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115632607","display_name":"Federica Franza","orcid":null},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Franza","raw_affiliation_strings":["University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050828149","display_name":"Maria Agnese Pirozzi","orcid":"https://orcid.org/0000-0002-4632-3513"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Agnese Pirozzi","raw_affiliation_strings":["University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088329980","display_name":"Antonio Gallo","orcid":"https://orcid.org/0000-0002-2203-6237"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Gallo","raw_affiliation_strings":["University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053703383","display_name":"Fabrizio Esposito","orcid":"https://orcid.org/0000-0002-5099-9786"},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Esposito","raw_affiliation_strings":["University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy"],"affiliations":[{"raw_affiliation_string":"University of Campania Luigi Vanvitelli,Dept. of Advanced Medical and Surgical Sciences,Naples,Italy","institution_ids":["https://openalex.org/I197809005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044617873"],"corresponding_institution_ids":["https://openalex.org/I197809005"],"apc_list":null,"apc_paid":null,"fwci":0.8614,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77251967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"517","last_page":"522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9970999956130981,"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/T12979","display_name":"Cardiovascular Disease and Adiposity","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9103000164031982,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/connectomics","display_name":"Connectomics","score":0.9449208974838257},{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.7005661725997925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5771939754486084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45625194907188416},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.4526479244232178},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.34166640043258667},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32779836654663086},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20861834287643433},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12138158082962036},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.09043151140213013}],"concepts":[{"id":"https://openalex.org/C2779097318","wikidata":"https://www.wikidata.org/wiki/Q2993446","display_name":"Connectomics","level":4,"score":0.9449208974838257},{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.7005661725997925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5771939754486084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45625194907188416},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.4526479244232178},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34166640043258667},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32779836654663086},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20861834287643433},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12138158082962036},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.09043151140213013}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/metroxraine62247.2024.10796015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine62247.2024.10796015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2002830978","https://openalex.org/W2012137594","https://openalex.org/W2020698869","https://openalex.org/W2054612454","https://openalex.org/W2063435176","https://openalex.org/W2097475056","https://openalex.org/W2130401688","https://openalex.org/W2142806946","https://openalex.org/W2167822639","https://openalex.org/W2583548943","https://openalex.org/W2588914603","https://openalex.org/W2601000485","https://openalex.org/W2768149277","https://openalex.org/W2951583631","https://openalex.org/W2951617899","https://openalex.org/W2969397457","https://openalex.org/W2978631110","https://openalex.org/W2995308838","https://openalex.org/W3021605584","https://openalex.org/W3047122116","https://openalex.org/W3047358391","https://openalex.org/W3186277346","https://openalex.org/W3192723416","https://openalex.org/W3199771792","https://openalex.org/W3203230207","https://openalex.org/W4200072053","https://openalex.org/W4210600460","https://openalex.org/W4212902565","https://openalex.org/W4214807529","https://openalex.org/W4256049924","https://openalex.org/W4308262990","https://openalex.org/W4308635733","https://openalex.org/W4312054081","https://openalex.org/W4361001240","https://openalex.org/W4387161657","https://openalex.org/W4392741075","https://openalex.org/W4394817726","https://openalex.org/W6678911119"],"related_works":["https://openalex.org/W3210800206","https://openalex.org/W1744057168","https://openalex.org/W2091472861","https://openalex.org/W2945607120","https://openalex.org/W2086448982","https://openalex.org/W112425480","https://openalex.org/W2124698428","https://openalex.org/W2550381304","https://openalex.org/W2946138627","https://openalex.org/W3112117434"],"abstract_inverted_index":{"Radiomics":[0],"and":[1,37,45,56,83,113,133,155,158,167,178,212],"connectomics":[2,38],"are":[3,215],"two":[4,24],"methodologies":[5],"widely":[6],"used":[7,143],"in":[8,227],"the":[9,41,48,63,88,102,127,173,219,223,228],"field":[10],"of":[11,43,130,176,209,222,230],"neuroimaging.":[12],"However,":[13],"to":[14,21,29,39,101,124,144,159,164,217],"date,":[15],"very":[16],"few":[17],"studies":[18],"have":[19],"attempted":[20],"combine":[22],"these":[23,140],"approaches.":[25],"This":[26],"study":[27,40,229],"aimed":[28],"evaluate":[30],"a":[31,96,105],"combined":[32],"approach":[33,226],"based":[34],"on":[35,47,136,197],"radiomics":[36],"effect":[42],"aging":[44],"sex":[46,168],"brain.":[49],"Ninety-seven":[50],"healthy":[51],"participants":[52],"underwent":[53],"both":[54,131,210],"Tl-weighted":[55,61],"resting-state":[57],"fMRI":[58],"(rs-fMRI).":[59],"From":[60,85],"images,":[62],"following":[64,89],"first":[65],"order":[66],"radiomic":[67,132,177,211],"statistical":[68],"features":[69,135,141,180],"were":[70,93,142,191],"extracted":[71],"from":[72,95],"grey":[73],"matter:":[74],"10<sup":[75],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[76],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">th</sup>":[77],"percentile,":[78],"kurtosis,":[79],"minimum,":[80],"range,":[81],"skewness,":[82],"uniformity.":[84],"rs-fMRI":[86],"time-series":[87],"global":[90,109],"network":[91],"metrics":[92],"computed":[94],"graph":[97],"theory":[98],"model":[99,121],"applied":[100,123],"brain":[103,137,231],"using":[104],"cortical":[106],"parcellation:":[107],"assortativity,":[108],"efficiency,":[110],"transitivity,":[111],"modularity,":[112],"characteristic":[114],"path":[115],"length.":[116],"A":[117],"multiple":[118],"linear":[119],"regression":[120],"was":[122],"preliminarily":[125],"assess":[126,160],"predictive":[128,162],"power":[129,163],"connectomic":[134,179,213],"aging.":[138,232],"Then,":[139],"train":[145],"three":[146],"machine":[147],"learning":[148],"algorithms":[149],"(decision":[150],"tree,":[151],"support":[152],"vector":[153],"machine,":[154],"logistic":[156],"regression)":[157],"their":[161],"discriminate":[165],"age":[166],"categories.":[169],"Results":[170],"suggest":[171],"that":[172],"proposed":[174,224],"combination":[175],"could":[181],"be":[182],"useful":[183],"for":[184,193],"characterizing":[185],"aging,":[186],"whereas":[187],"no":[188],"significant":[189],"improvements":[190],"achieved":[192],"sex.":[194],"Future":[195],"investigations":[196],"larger":[198],"samples,":[199],"involving":[200],"also":[201],"sub-cortical":[202],"structures,":[203],"as":[204,206],"well":[205],"other":[207],"types":[208],"features,":[214],"needed":[216],"confirm":[218],"actual":[220],"potential":[221],"\u201cradioconnectomics\u201d":[225]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
