{"id":"https://openalex.org/W4416976743","doi":"https://doi.org/10.1007/s11517-025-03491-y","title":"Graph-Convolutional-Beta-VAE for synthetic abdominal aortic aneurysm generation","display_name":"Graph-Convolutional-Beta-VAE for synthetic abdominal aortic aneurysm generation","publication_year":2025,"publication_date":"2025-12-04","ids":{"openalex":"https://openalex.org/W4416976743","doi":"https://doi.org/10.1007/s11517-025-03491-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/41343006"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-025-03491-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-025-03491-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-025-03491-y.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11517-025-03491-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047952050","display_name":"Francesco\ufffd Fabbri","orcid":"https://orcid.org/0000-0002-7885-3025"},"institutions":[{"id":"https://openalex.org/I4210150763","display_name":"Gran Sasso Science Institute","ror":"https://ror.org/043qcb444","country_code":"IT","type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210150763"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Fabbri","raw_affiliation_strings":["School of Mathematics, Gran Sasso Science Institute, L'Aquila, 67100, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Gran Sasso Science Institute, L'Aquila, 67100, Italy","institution_ids":["https://openalex.org/I4210150763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063770990","display_name":"Martino Andrea Scarpolini","orcid":"https://orcid.org/0000-0001-7419-4117"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]},{"id":"https://openalex.org/I4210150763","display_name":"Gran Sasso Science Institute","ror":"https://ror.org/043qcb444","country_code":"IT","type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210150763"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martino Andrea Scarpolini","raw_affiliation_strings":["INFN Roma Tor Vergata, Via della Ricerca Scientifica 1, Rome, 00133, Italy","School of Mathematics, Gran Sasso Science Institute, L'Aquila, 67100, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INFN Roma Tor Vergata, Via della Ricerca Scientifica 1, Rome, 00133, Italy","institution_ids":["https://openalex.org/I116067653"]},{"raw_affiliation_string":"School of Mathematics, Gran Sasso Science Institute, L'Aquila, 67100, Italy","institution_ids":["https://openalex.org/I4210150763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111415925","display_name":"Angelo Iollo","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210166017","display_name":"Institut de Math\u00e9matiques de Bordeaux","ror":"https://ror.org/05m3r1b84","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I15057530","https://openalex.org/I4210141950","https://openalex.org/I4210160189","https://openalex.org/I4210166017"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Angelo Iollo","raw_affiliation_strings":["University of Bordeaux, CNRS IMB UMR 5251, Inria, centre de l'universit\u00e9 de Bordeaux, Talence, F-33405, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bordeaux, CNRS IMB UMR 5251, Inria, centre de l'universit\u00e9 de Bordeaux, Talence, F-33405, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210166017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021963942","display_name":"Francesco Viola","orcid":"https://orcid.org/0000-0003-1303-5934"},"institutions":[{"id":"https://openalex.org/I4210150763","display_name":"Gran Sasso Science Institute","ror":"https://ror.org/043qcb444","country_code":"IT","type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210150763"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Viola","raw_affiliation_strings":["School of Mathematics, Gran Sasso Science Institute, L'Aquila, 67100, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, Gran Sasso Science Institute, L'Aquila, 67100, Italy","institution_ids":["https://openalex.org/I4210150763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043752696","display_name":"Francesco Tudisco","orcid":"https://orcid.org/0000-0002-8150-4475"},"institutions":[{"id":"https://openalex.org/I4210150763","display_name":"Gran Sasso Science Institute","ror":"https://ror.org/043qcb444","country_code":"IT","type":"education","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210150763"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB","IT"],"is_corresponding":true,"raw_author_name":"Francesco Tudisco","raw_affiliation_strings":["School of Mathematics, Gran Sasso Science Institute, L'Aquila, 67100, Italy. f.tudisco@ed.ac.uk","School of Mathematics, The University of Edinburgh, Edinburgh, EH9 3FD, UK. f.tudisco@ed.ac.uk","School of Mathematics, The University of Edinburgh, Edinburgh, EH9 3FD, UK"],"raw_orcid":"https://orcid.org/0000-0002-8150-4475","affiliations":[{"raw_affiliation_string":"School of Mathematics, Gran Sasso Science Institute, L'Aquila, 67100, Italy. f.tudisco@ed.ac.uk","institution_ids":["https://openalex.org/I4210150763"]},{"raw_affiliation_string":"School of Mathematics, The University of Edinburgh, Edinburgh, EH9 3FD, UK. f.tudisco@ed.ac.uk","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"School of Mathematics, The University of Edinburgh, Edinburgh, EH9 3FD, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043752696"],"corresponding_institution_ids":["https://openalex.org/I4210150763","https://openalex.org/I98677209"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":{"value":3690,"currency":"USD","value_usd":3690},"fwci":0.7475,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77052579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"64","issue":"3","first_page":"827","last_page":"845"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10983","display_name":"Aortic aneurysm repair treatments","score":0.9416999816894531,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10983","display_name":"Aortic aneurysm repair treatments","score":0.9416999816894531,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":0.005200000014156103,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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":0.005100000184029341,"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/autoencoder","display_name":"Autoencoder","score":0.6360999941825867},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.5121999979019165},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4496999979019165},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4115000069141388},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.397599995136261},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3865000009536743},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3840000033378601},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.37959998846054077}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6360999941825867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5960000157356262},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5616999864578247},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.5121999979019165},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4496999979019165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4122999906539917},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4115000069141388},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.397599995136261},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3865000009536743},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3840000033378601},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.37959998846054077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35249999165534973},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.350600004196167},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C2779993416","wikidata":"https://www.wikidata.org/wiki/Q2256736","display_name":"Abdominal aortic aneurysm","level":3,"score":0.3312000036239624},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3294000029563904},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.3116999864578247},{"id":"https://openalex.org/C3018822202","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Patient data","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.2542000114917755},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.25290000438690186}],"mesh":[{"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":"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":"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":"D017544","descriptor_name":"Aortic Aneurysm, Abdominal","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D017544","descriptor_name":"Aortic Aneurysm, Abdominal","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D017544","descriptor_name":"Aortic Aneurysm, Abdominal","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1007/s11517-025-03491-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-025-03491-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-025-03491-y.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},{"id":"pmid:41343006","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41343006","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":"Medical & biological engineering & computing","raw_type":null},{"id":"pmh:oai:HAL:hal-05610332v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05610332","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"Medical and Biological Engineering and Computing, 2025, 64 (3), pp.827-845. &#x27E8;10.1007/s11517-025-03491-y&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13061787","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13061787/","pdf_url":null,"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":"Med Biol Eng Comput","raw_type":"Text"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/02113c82-4da7-4172-9d03-d4170995fe35","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/02113c82-4da7-4172-9d03-d4170995fe35","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"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":"Fabbri, F, Scarpolini, M A, Iollo, A, Viola, F & Tudisco, F 2026, 'Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation', Medical and Biological Engineering and Computing, vol. 64, pp. 827-845. https://doi.org/10.1007/s11517-025-03491-y","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.ed.ac.uk:publications/02113c82-4da7-4172-9d03-d4170995fe35","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11820/02113c82-4da7-4172-9d03-d4170995fe35","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"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":"Fabbri, F, Scarpolini, M A, Iollo, A, Viola, F & Tudisco, F 2026, 'Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation', Medical and Biological Engineering and Computing, vol. 64, pp. 827-845. https://doi.org/10.1007/s11517-025-03491-y","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s11517-025-03491-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-025-03491-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-025-03491-y.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4416976743.pdf"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1571578421","https://openalex.org/W1977067635","https://openalex.org/W2017257315","https://openalex.org/W2031089572","https://openalex.org/W2032618685","https://openalex.org/W2129217566","https://openalex.org/W2140441019","https://openalex.org/W2154986758","https://openalex.org/W2235901111","https://openalex.org/W2614921960","https://openalex.org/W2883221003","https://openalex.org/W2917887692","https://openalex.org/W2949736877","https://openalex.org/W2962778872","https://openalex.org/W2964093990","https://openalex.org/W2964318832","https://openalex.org/W2968131493","https://openalex.org/W2982210492","https://openalex.org/W3035682985","https://openalex.org/W3039448353","https://openalex.org/W3103102495","https://openalex.org/W3109877674","https://openalex.org/W3112882410","https://openalex.org/W3118868805","https://openalex.org/W3128223926","https://openalex.org/W3197659304","https://openalex.org/W4221141802","https://openalex.org/W4233857083","https://openalex.org/W4295539690","https://openalex.org/W4308705991","https://openalex.org/W4313595969","https://openalex.org/W4382315317","https://openalex.org/W4392657471","https://openalex.org/W4395044786","https://openalex.org/W4400438459"],"related_works":[],"abstract_inverted_index":{"Synthetic":[0],"data":[1,18,66,69,90,106],"generation":[2,81],"plays":[3],"a":[4,23,30,43,59,136],"crucial":[5],"role":[6],"in":[7],"medical":[8,140],"research":[9],"by":[10,107],"mitigating":[11],"privacy":[12,133],"concerns":[13],"and":[14,53,85,118,144],"enabling":[15],"large-scale":[16],"patient":[17,132],"analysis.":[19],"This":[20,113],"study":[21],"presents":[22],"Graph":[24],"Convolutional":[25],"Neural":[26],"Network":[27],"combined":[28],"with":[29],"Beta-Variational":[31],"Autoencoder":[32],"(GCN-\u03b2-VAE)":[33],"framework":[34],"for":[35,139],"generating":[36],"synthetic":[37,128],"Abdominal":[38],"Aortic":[39],"Aneurysms":[40],"(AAA).":[41],"Using":[42],"small":[44],"real-world":[45],"dataset,":[46],"our":[47,99],"approach":[48],"extracts":[49],"key":[50],"anatomical":[51,78,111],"features":[52],"captures":[54],"complex":[55],"statistical":[56,119],"relationships":[57],"within":[58],"compact":[60],"disentangled":[61],"latent":[62],"space.":[63],"To":[64],"address":[65],"limitations,":[67],"low-impact":[68],"augmentation":[70],"based":[71],"on":[72,104],"Procrustes":[73],"analysis":[74],"was":[75],"employed,":[76],"preserving":[77],"integrity.":[79],"The":[80,126],"strategies,":[82],"both":[83],"deterministic":[84],"stochastic,":[86],"manage":[87],"to":[88,96],"enhance":[89],"diversity":[91],"while":[92,134],"ensuring":[93],"realism.":[94],"Compared":[95],"PCA-based":[97],"approaches,":[98],"model":[100],"performs":[101],"more":[102,115],"robustly":[103],"unseen":[105],"capturing":[108],"complex,":[109],"nonlinear":[110],"variations.":[112],"enables":[114],"comprehensive":[116],"clinical":[117],"analyses":[120],"than":[121],"the":[122],"original":[123],"dataset":[124,130],"alone.":[125],"resulting":[127],"AAA":[129],"preserves":[131],"providing":[135],"scalable":[137],"foundation":[138],"research,":[141],"device":[142],"testing,":[143],"computational":[145],"modeling.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-12-04T00:00:00"}
