{"id":"https://openalex.org/W4410288967","doi":"https://doi.org/10.1007/s10278-025-01533-3","title":"Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI","display_name":"Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4410288967","doi":"https://doi.org/10.1007/s10278-025-01533-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/40355691"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-025-01533-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-025-01533-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-025-01533-3.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","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/s10278-025-01533-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098970331","display_name":"Ashraya Kumar Indrakanti","orcid":null},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]},{"id":"https://openalex.org/I4210093678","display_name":"Hospital Base","ror":"https://ror.org/00jreav89","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210093678"]}],"countries":["CH","CL"],"is_corresponding":false,"raw_author_name":"Ashraya Kumar Indrakanti","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0009-0001-3623-2271","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264","https://openalex.org/I4210093678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081757049","display_name":"Jakob Wasserthal","orcid":"https://orcid.org/0000-0002-9921-5698"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jakob Wasserthal","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-9921-5698","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086110858","display_name":"Martin Segeroth","orcid":"https://orcid.org/0000-0001-7820-2778"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Martin Segeroth","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-7820-2778","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109593038","display_name":"Shan Yang","orcid":"https://orcid.org/0000-0002-5209-0576"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Shan Yang","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-5209-0576","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116303879","display_name":"Andrew Phillip Nicoli","orcid":null},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Andrew Phillip Nicoli","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0009-0007-3495-6253","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059097702","display_name":"Victor Schulze-Zachau","orcid":"https://orcid.org/0000-0003-0945-8379"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]},{"id":"https://openalex.org/I4210093678","display_name":"Hospital Base","ror":"https://ror.org/00jreav89","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210093678"]}],"countries":["CH","CL"],"is_corresponding":false,"raw_author_name":"Victor Schulze-Zachau","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-0945-8379","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264","https://openalex.org/I4210093678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103264240","display_name":"Johanna M. Lieb","orcid":"https://orcid.org/0000-0002-9407-6473"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]},{"id":"https://openalex.org/I4210093678","display_name":"Hospital Base","ror":"https://ror.org/00jreav89","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210093678"]}],"countries":["CH","CL"],"is_corresponding":false,"raw_author_name":"Johanna Lieb","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-9407-6473","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264","https://openalex.org/I4210093678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009234990","display_name":"Joshy Cyriac","orcid":"https://orcid.org/0000-0002-4584-0623"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Joshy Cyriac","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-4584-0623","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101448445","display_name":"Michael Bach","orcid":"https://orcid.org/0000-0003-4275-7936"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michael Bach","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-4275-7936","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066204099","display_name":"Marios\u2010Nikos Psychogios","orcid":"https://orcid.org/0000-0002-0016-414X"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]},{"id":"https://openalex.org/I4210093678","display_name":"Hospital Base","ror":"https://ror.org/00jreav89","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210093678"]}],"countries":["CH","CL"],"is_corresponding":false,"raw_author_name":"Marios Psychogios","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0016-414X","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland","institution_ids":["https://openalex.org/I2802542264","https://openalex.org/I4210093678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055373979","display_name":"Matthias A. Mutke","orcid":"https://orcid.org/0000-0002-2101-823X"},"institutions":[{"id":"https://openalex.org/I2802542264","display_name":"University Hospital of Basel","ror":"https://ror.org/04k51q396","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2802542264"]},{"id":"https://openalex.org/I4210093678","display_name":"Hospital Base","ror":"https://ror.org/00jreav89","country_code":"CL","type":"healthcare","lineage":["https://openalex.org/I4210093678"]}],"countries":["CH","CL"],"is_corresponding":true,"raw_author_name":"Matthias Anthony Mutke","raw_affiliation_strings":["Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland. matthias.mutke@usb.ch","Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland. matthias.mutke@usb.ch"],"raw_orcid":"https://orcid.org/0000-0002-2101-823X","affiliations":[{"raw_affiliation_string":"Clinic of Radiology and Nuclear Medicine, University Hospital Basel, Petersgraben 4, 4031, Basel, Switzerland. matthias.mutke@usb.ch","institution_ids":["https://openalex.org/I2802542264","https://openalex.org/I4210093678"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland. matthias.mutke@usb.ch","institution_ids":["https://openalex.org/I2802542264"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055373979"],"corresponding_institution_ids":["https://openalex.org/I2802542264","https://openalex.org/I4210093678"],"apc_list":null,"apc_paid":null,"fwci":1.7131,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83180825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"39","issue":"1","first_page":"345","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":0.9998999834060669,"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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9998000264167786,"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/T11251","display_name":"Meningioma and schwannoma management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/segmentation","display_name":"Segmentation","score":0.7376133799552917},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5850803256034851},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5494059324264526},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.5252642035484314},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4886942207813263},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.43567830324172974},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.4212832450866699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41266167163848877},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.35917556285858154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28284013271331787},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.25211548805236816},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10745871067047119},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06767973303794861}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7376133799552917},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5850803256034851},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5494059324264526},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.5252642035484314},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4886942207813263},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.43567830324172974},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4212832450866699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41266167163848877},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.35917556285858154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28284013271331787},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.25211548805236816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10745871067047119},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06767973303794861},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[{"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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002532","descriptor_name":"Intracranial Aneurysm","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002532","descriptor_name":"Intracranial Aneurysm","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002532","descriptor_name":"Intracranial Aneurysm","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003937","descriptor_name":"Diagnosis, Differential","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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","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},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-025-01533-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-025-01533-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-025-01533-3.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},{"id":"pmid:40355691","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40355691","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":"Journal of imaging informatics in medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12920843","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12920843/","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":"J Imaging Inform Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10278-025-01533-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-025-01533-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-025-01533-3.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310466","display_name":"Universit\u00e4t Basel","ror":"https://ror.org/02s6k3f65"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410288967.pdf","grobid_xml":"https://content.openalex.org/works/W4410288967.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W2095821122","https://openalex.org/W2110168329","https://openalex.org/W2113713760","https://openalex.org/W2160233610","https://openalex.org/W2163466561","https://openalex.org/W2581082771","https://openalex.org/W2608975542","https://openalex.org/W2895926594","https://openalex.org/W2904807675","https://openalex.org/W3008003211","https://openalex.org/W3014974815","https://openalex.org/W3032650301","https://openalex.org/W3112701542","https://openalex.org/W3127657277","https://openalex.org/W3163692652","https://openalex.org/W3164470852","https://openalex.org/W3187956387","https://openalex.org/W4206700289","https://openalex.org/W4220793215","https://openalex.org/W4220892502","https://openalex.org/W4297374392","https://openalex.org/W4298109507","https://openalex.org/W4308774961","https://openalex.org/W4312127612","https://openalex.org/W4318763328","https://openalex.org/W4319333852","https://openalex.org/W4321258692","https://openalex.org/W4377966413","https://openalex.org/W4383218413","https://openalex.org/W4394817500","https://openalex.org/W4399445285","https://openalex.org/W4402311682"],"related_works":["https://openalex.org/W4402926319","https://openalex.org/W4389060404","https://openalex.org/W2973136608","https://openalex.org/W3012828488","https://openalex.org/W4286233748","https://openalex.org/W4254054209","https://openalex.org/W3197954266","https://openalex.org/W4389009345","https://openalex.org/W4200334192","https://openalex.org/W3047746737"],"abstract_inverted_index":{"The":[0,133,164],"aim":[1],"of":[2,18,147,250],"this":[3],"study":[4,38],"was":[5,84,90,125],"to":[6,128,149,244],"develop":[7],"an":[8,144],"open-source":[9],"nnU-Net-based":[10,216],"AI":[11,217],"model":[12,87,166,218],"for":[13,86,104,117,198,202,233],"combined":[14],"detection":[15,105,235],"and":[16,26,71,80,99,106,109,141,143,158,170,179,195,229,236,248],"segmentation":[17,231,237],"unruptured":[19],"intracranial":[20],"aneurysms":[21],"(UICA)":[22],"in":[23,187,238],"3D":[24,43,239],"TOF-MRI":[25,44],"compare":[27],"models":[28,135],"trained":[29,182],"on":[30,92,121,183],"datasets":[31,77],"with":[32,151],"aneurysm-like":[33],"differential":[34,72],"diagnoses.":[35,73],"This":[36],"retrospective":[37],"(2020-2023)":[39],"included":[40],"385":[41],"anonymized":[42],"images":[45],"from":[46,61,210],"345":[47],"patients":[48],"(mean":[49],"age":[50],"59":[51],"years,":[52],"60%":[53],"female)":[54],"at":[55,220],"multiple":[56],"centers":[57],"plus":[58],"113":[59],"subjects":[60],"the":[62,81,122,175],"ADAM":[63,184],"challenge.":[64],"Images":[65],"featured":[66],"untreated":[67],"or":[68],"possible":[69],"UICA":[70,205,234],"Four":[74],"distinct":[75],"training":[76],"were":[78],"created,":[79],"nnU-Net":[82,181],"framework":[83],"used":[85],"development.":[88],"Performance":[89],"assessed":[91],"a":[93,129,180],"separate":[94],"test":[95,123],"set":[96,124],"using":[97],"sensitivity":[98,138,169,188],"false":[100],"positive":[101],"(FP)/case":[102],"rate":[103,146],"DICE":[107,193],"score":[108],"NSD":[110,196],"(normalized":[111],"surface":[112],"distance,":[113],"0.5":[114,199],"mm":[115,200],"threshold)":[116,201],"segmentation.":[118],"Segmentation":[119],"performance":[120],"also":[126],"compared":[127],"second":[130],"human":[131,211],"reader.":[132],"four":[134],"achieved":[136],"overall":[137],"between":[139,162],"82":[140],"85%":[142,168],"FP/case":[145,172],"0.20":[148],"0.31,":[150],"no":[152],"significant":[153],"differences":[154],"(p":[155,189],"=":[156,160],"0.90":[157],"p":[159],"0.16)":[161],"them.":[163],"primary":[165],"showed":[167],"0.23":[171],"rate,":[173],"outperforming":[174],"ADAM-challenge":[176],"winner":[177],"(61%)":[178],"data":[185],"(51%)":[186],"<":[190],"0.05).":[191],"Mean":[192],"(0.73)":[194],"(0.84":[197],"correctly":[203],"detected":[204],"did":[206],"not":[207],"significantly":[208],"differ":[209],"reader":[212],"performance.":[213],"Our":[214],"open-source,":[215],"(available":[219],"https://zenodo.org/records/13386859":[221],")":[222],"demonstrates":[223],"high":[224],"sensitivity,":[225],"low":[226],"FP":[227],"rates,":[228],"consistent":[230],"accuracy":[232],"TOF-MRI,":[240],"suggesting":[241],"its":[242],"potential":[243],"improve":[245],"clinical":[246],"diagnosis":[247],"monitoring":[249],"UICA.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}