{"id":"https://openalex.org/W4281289006","doi":"https://doi.org/10.1007/s11548-022-02654-8","title":"Deep learning-based classification of DSA image sequences of patients with acute ischemic stroke","display_name":"Deep learning-based classification of DSA image sequences of patients with acute ischemic stroke","publication_year":2022,"publication_date":"2022-05-23","ids":{"openalex":"https://openalex.org/W4281289006","doi":"https://doi.org/10.1007/s11548-022-02654-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/35604489"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-022-02654-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02654-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02654-8.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"International Journal of Computer Assisted Radiology and Surgery","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/s11548-022-02654-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036482574","display_name":"Benjamin J. Mittmann","orcid":"https://orcid.org/0000-0003-2218-558X"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]},{"id":"https://openalex.org/I4210163522","display_name":"Technische Hochschule Ulm","ror":"https://ror.org/05e5kd476","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210163522"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Benjamin J. Mittmann","raw_affiliation_strings":["Department of Computer Science, Ulm University of Applied Sciences, Albert-Einstein-Allee 55, 89081, Ulm, BW, Germany. benjamin.mittmann@thu.de","Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120, Heidelberg, BW, Germany. benjamin.mittmann@thu.de","Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120, Heidelberg, BW, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2218-558X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ulm University of Applied Sciences, Albert-Einstein-Allee 55, 89081, Ulm, BW, Germany. benjamin.mittmann@thu.de","institution_ids":["https://openalex.org/I196349391","https://openalex.org/I4210163522"]},{"raw_affiliation_string":"Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120, Heidelberg, BW, Germany. benjamin.mittmann@thu.de","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]},{"raw_affiliation_string":"Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120, Heidelberg, BW, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053751196","display_name":"Michael Braun","orcid":"https://orcid.org/0000-0002-6666-4868"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Braun","raw_affiliation_strings":["Neuroradiology Section, District Hospital Guenzburg, Lindenallee 2, 89312, Guenzburg, BY, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroradiology Section, District Hospital Guenzburg, Lindenallee 2, 89312, Guenzburg, BY, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028389435","display_name":"Frank Runck","orcid":"https://orcid.org/0000-0002-0292-0375"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Frank Runck","raw_affiliation_strings":["Neuroradiology Section, District Hospital Guenzburg, Lindenallee 2, 89312, Guenzburg, BY, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroradiology Section, District Hospital Guenzburg, Lindenallee 2, 89312, Guenzburg, BY, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049618180","display_name":"Bernd Schmitz","orcid":"https://orcid.org/0000-0003-1770-295X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bernd Schmitz","raw_affiliation_strings":["Neuroradiology Section, District Hospital Guenzburg, Lindenallee 2, 89312, Guenzburg, BY, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuroradiology Section, District Hospital Guenzburg, Lindenallee 2, 89312, Guenzburg, BY, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038218837","display_name":"Thuy Nuong Tran","orcid":"https://orcid.org/0000-0002-1727-0037"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thuy N. Tran","raw_affiliation_strings":["Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077456981","display_name":"Amine Yamlahi","orcid":null},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Amine Yamlahi","raw_affiliation_strings":["Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023493127","display_name":"Lena Maier\u2010Hein","orcid":"https://orcid.org/0000-0003-4910-9368"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I2802164966","display_name":"University Hospital Heidelberg","ror":"https://ror.org/013czdx64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802164966"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lena Maier-Hein","raw_affiliation_strings":["Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany","Faculty of Mathematics and Computer Science, Heidelberg University, Im Neuenheimer Feld 205, 69120, Heidelberg, BW, Germany","Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120, Heidelberg, BW, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Heidelberg University, Im Neuenheimer Feld 205, 69120, Heidelberg, BW, Germany","institution_ids":["https://openalex.org/I223822909"]},{"raw_affiliation_string":"Medical Faculty, Heidelberg University, Im Neuenheimer Feld 672, 69120, Heidelberg, BW, Germany","institution_ids":["https://openalex.org/I223822909","https://openalex.org/I2802164966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046939591","display_name":"Alfred M. Franz","orcid":"https://orcid.org/0009-0002-5754-2356"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]},{"id":"https://openalex.org/I4210163522","display_name":"Technische Hochschule Ulm","ror":"https://ror.org/05e5kd476","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210163522"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Alfred M. Franz","raw_affiliation_strings":["Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany. alfred.franz@thu.de","Department of Computer Science, Ulm University of Applied Sciences, Albert-Einstein-Allee 55, 89081, Ulm, BW, Germany. alfred.franz@thu.de","Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany. alfred.franz@thu.de","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]},{"raw_affiliation_string":"Department of Computer Science, Ulm University of Applied Sciences, Albert-Einstein-Allee 55, 89081, Ulm, BW, Germany. alfred.franz@thu.de","institution_ids":["https://openalex.org/I196349391","https://openalex.org/I4210163522"]},{"raw_affiliation_string":"Department of Computer Assisted Medical Interventions, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 223, 69120, Heidelberg, BW, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5036482574","https://openalex.org/A5046939591"],"corresponding_institution_ids":["https://openalex.org/I17937529","https://openalex.org/I196349391","https://openalex.org/I223822909","https://openalex.org/I2802164966","https://openalex.org/I4210163522"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":3.4492,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.93306713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"17","issue":"9","first_page":"1633","last_page":"1641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9175000190734863,"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"}},"topics":[{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9175000190734863,"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"}},{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.007699999958276749,"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.007199999876320362,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5540260672569275},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.518476665019989},{"id":"https://openalex.org/keywords/ischemic-stroke","display_name":"Ischemic stroke","score":0.507961094379425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5054545402526855},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4718743860721588},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4716719090938568},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4711386561393738},{"id":"https://openalex.org/keywords/acute-stroke","display_name":"Acute stroke","score":0.4354042112827301},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.36458268761634827},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.322085440158844},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.29371678829193115},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.24236494302749634},{"id":"https://openalex.org/keywords/ischemia","display_name":"Ischemia","score":0.19248449802398682},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08913934230804443}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5540260672569275},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.518476665019989},{"id":"https://openalex.org/C3020199598","wikidata":"https://www.wikidata.org/wiki/Q12202","display_name":"Ischemic stroke","level":3,"score":0.507961094379425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5054545402526855},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4718743860721588},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4716719090938568},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4711386561393738},{"id":"https://openalex.org/C3020166492","wikidata":"https://www.wikidata.org/wiki/Q12202","display_name":"Acute stroke","level":3,"score":0.4354042112827301},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.36458268761634827},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.322085440158844},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.29371678829193115},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.24236494302749634},{"id":"https://openalex.org/C541997718","wikidata":"https://www.wikidata.org/wiki/Q188151","display_name":"Ischemia","level":2,"score":0.19248449802398682},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08913934230804443},{"id":"https://openalex.org/C2776572282","wikidata":"https://www.wikidata.org/wiki/Q416351","display_name":"Tissue plasminogen activator","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D002545","descriptor_name":"Brain Ischemia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"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":"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":"D013927","descriptor_name":"Thrombosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013927","descriptor_name":"Thrombosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013927","descriptor_name":"Thrombosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015901","descriptor_name":"Angiography, Digital Subtraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015901","descriptor_name":"Angiography, Digital Subtraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015901","descriptor_name":"Angiography, Digital Subtraction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017131","descriptor_name":"Thrombectomy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D017131","descriptor_name":"Thrombectomy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D017131","descriptor_name":"Thrombectomy","qualifier_ui":"Q000009","qualifier_name":"adverse effects","is_major_topic":false},{"descriptor_ui":"D017131","descriptor_name":"Thrombectomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017131","descriptor_name":"Thrombectomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017131","descriptor_name":"Thrombectomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s11548-022-02654-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02654-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02654-8.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:35604489","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35604489","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":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9463240","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9463240","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":"Int J Comput Assist Radiol Surg","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11548-022-02654-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02654-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02654-8.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G6281907542","display_name":null,"funder_award_id":"ZF4640301GR8","funder_id":"https://openalex.org/F4320323803","funder_display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie"}],"funders":[{"id":"https://openalex.org/F4320323803","display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie","ror":"https://ror.org/02vgg2808"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281289006.pdf","grobid_xml":"https://content.openalex.org/works/W4281289006.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1984628358","https://openalex.org/W2038666492","https://openalex.org/W2064675550","https://openalex.org/W2105417725","https://openalex.org/W2154910908","https://openalex.org/W2155681330","https://openalex.org/W2157331557","https://openalex.org/W2194775991","https://openalex.org/W2277258071","https://openalex.org/W2285825570","https://openalex.org/W2585023906","https://openalex.org/W2592963423","https://openalex.org/W2620784760","https://openalex.org/W2784144747","https://openalex.org/W2787867590","https://openalex.org/W2889985731","https://openalex.org/W2911413400","https://openalex.org/W2921137552","https://openalex.org/W2944324855","https://openalex.org/W2986375494","https://openalex.org/W2987338144","https://openalex.org/W2999309192","https://openalex.org/W3023150449","https://openalex.org/W3042463569","https://openalex.org/W3089758569","https://openalex.org/W3090666222","https://openalex.org/W3099319035","https://openalex.org/W3159847820","https://openalex.org/W6603394118","https://openalex.org/W6931259419"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W4294635752","https://openalex.org/W4383066092","https://openalex.org/W3008470202","https://openalex.org/W2885166515","https://openalex.org/W2895996407"],"abstract_inverted_index":{"PURPOSE:":[0],"Recently,":[1],"a":[2,17,92,110,168,213],"large":[3],"number":[4],"of":[5,15,99,119,215,279,294],"patients":[6],"with":[7,140,172],"acute":[8],"ischemic":[9],"stroke":[10],"benefited":[11],"from":[12,26,41,67],"the":[13,27,42,45,68,85,115,124,155,175,181,184,206,222,235,245,277,291,300],"use":[14],"thrombectomy,":[16,30,80],"minimally":[18],"invasive":[19],"intervention":[20],"technique":[21],"for":[22,221],"mechanically":[23],"removing":[24],"thrombi":[25,198,229,296],"cerebrovasculature.":[28],"During":[29],"2D":[31],"digital":[32],"subtraction":[33],"angiography":[34],"(DSA)":[35],"image":[36],"sequences":[37,101,248,260],"are":[38],"acquired":[39],"simultaneously":[40],"posterior-anterior":[43],"and":[44,55,104,137,180],"lateral":[46],"view":[47],"to":[48,56,96,174,217,255,275],"control":[49],"whether":[50],"thrombus":[51,64,256],"removal":[52],"was":[53,165],"successful,":[54],"possibly":[57],"detect":[58],"newly":[59],"occluded":[60],"areas":[61],"caused":[62],"by":[63,79,158],"fragments":[65],"split":[66],"main":[69],"thrombus.":[70],"However,":[71],"such":[72],"new":[73,286],"occlusions,":[74],"which":[75,196],"would":[76,242],"be":[77,82],"treatable":[78],"may":[81,288],"overlooked":[83],"during":[84,199,297],"intervention.":[86],"To":[87],"prevent":[88],"this,":[89],"we":[90,127,188,211],"developed":[91],"deep":[93,252],"learning-based":[94,253],"approach":[95,254,287],"automatic":[97],"classification":[98,163],"DSA":[100,117,125,156,247,259],"into":[102],"thrombus-free":[103],"non-thrombus-free":[105],"sequences.":[106],"METHODS:":[107],"We":[108],"performed":[109],"retrospective":[111],"study":[112],"based":[113],"on":[114,154,167,192,205,264],"single-center":[116,266],"data":[118,157,170,268],"thrombectomy":[120,200,298],"patients.":[121],"For":[122],"classifying":[123],"sequences,":[126],"applied":[128],"Long":[129],"Short-Term":[130],"Memory":[131],"or":[132],"Gated":[133],"Recurrent":[134],"Unit":[135],"networks":[136],"combined":[138],"them":[139],"different":[141],"Convolutional":[142],"Neural":[143],"Networks":[144],"used":[145],"as":[146,239],"feature":[147],"extractor.":[148],"These":[149],"network":[150],"variants":[151],"were":[152],"trained":[153],"using":[159,284],"five-fold":[160],"cross-validation.":[161],"The":[162],"performance":[164,214],"determined":[166],"test":[169,267],"set":[171],"respect":[173],"Matthews":[176],"correlation":[177],"coefficient":[178],"(MCC)":[179],"area":[182],"under":[183],"curve":[185],"(AUC).":[186],"Finally,":[187],"evaluated":[189],"our":[190,240,265,280],"models":[191,241],"patient":[193,237],"cases,":[194,238],"in":[195,234,258,299],"overlooking":[197,228,295],"had":[201],"happened.":[202],"RESULTS:":[203],"Depending":[204],"specific":[207],"model":[208],"configuration":[209],"used,":[210],"obtained":[212],"up":[216],"0.77[Formula:":[218],"see":[219,224],"text]0.94":[220],"MCC[Formula:":[223],"text]AUC,":[225],"respectively.":[226],"Additionally,":[227],"could":[230],"have":[231,243],"been":[232],"prevented":[233],"reported":[236],"classified":[244],"corresponding":[246],"correctly.":[249],"CONCLUSION:":[250],"Our":[251],"identification":[257],"yielded":[261],"high":[262],"accuracy":[263],"set.":[269],"External":[270],"validation":[271],"is":[272],"now":[273],"required":[274],"investigate":[276],"generalizability":[278],"method.":[281],"As":[282],"demonstrated,":[283],"this":[285],"help":[289],"reduce":[290],"incident":[292],"risk":[293],"future.":[301]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}