{"id":"https://openalex.org/W2971796175","doi":"https://doi.org/10.1007/s11548-019-02065-2","title":"Comparison of statistical learning approaches for cerebral aneurysm rupture assessment","display_name":"Comparison of statistical learning approaches for cerebral aneurysm rupture assessment","publication_year":2019,"publication_date":"2019-09-04","ids":{"openalex":"https://openalex.org/W2971796175","doi":"https://doi.org/10.1007/s11548-019-02065-2","mag":"2971796175"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-019-02065-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-019-02065-2","pdf_url":null,"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":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":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://digitalcollection.zhaw.ch/handle/11475/27648","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029703589","display_name":"Felicitas J. Detmer","orcid":"https://orcid.org/0000-0003-0434-0355"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Felicitas J. Detmer","raw_affiliation_strings":["Bioengineering Department, Volgenau School of Engineering, George Mason University, 4400 University Drive, Fairfax, VA, 22030, USA"],"affiliations":[{"raw_affiliation_string":"Bioengineering Department, Volgenau School of Engineering, George Mason University, 4400 University Drive, Fairfax, VA, 22030, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028487132","display_name":"Daniel L\u00fcckehe","orcid":"https://orcid.org/0000-0001-9550-9421"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel L\u00fcckehe","raw_affiliation_strings":["Computational Health Informatics, Leibniz University, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Computational Health Informatics, Leibniz University, Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048876582","display_name":"Fernando Mut","orcid":"https://orcid.org/0000-0003-1907-3739"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fernando Mut","raw_affiliation_strings":["Bioengineering Department, Volgenau School of Engineering, George Mason University, 4400 University Drive, Fairfax, VA, 22030, USA"],"affiliations":[{"raw_affiliation_string":"Bioengineering Department, Volgenau School of Engineering, George Mason University, 4400 University Drive, Fairfax, VA, 22030, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055010301","display_name":"Martin Slawski","orcid":"https://orcid.org/0000-0003-0054-4764"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Slawski","raw_affiliation_strings":["Statistics Department, George Mason University, Fairfax, VA, USA"],"affiliations":[{"raw_affiliation_string":"Statistics Department, George Mason University, Fairfax, VA, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084758699","display_name":"Sven Hirsch","orcid":"https://orcid.org/0000-0002-5678-4110"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sven Hirsch","raw_affiliation_strings":["Institute of Applied Simulation, ZHAW University of Applied Sciences, W\u00e4denswil, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Simulation, ZHAW University of Applied Sciences, W\u00e4denswil, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035668860","display_name":"Philippe Bijlenga","orcid":"https://orcid.org/0000-0002-3586-2757"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Philippe Bijlenga","raw_affiliation_strings":["Neurosurgery, Clinical Neurosciences Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Neurosurgery, Clinical Neurosciences Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034691968","display_name":"G. Voigt","orcid":"https://orcid.org/0000-0003-1817-2831"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gabriele von Voigt","raw_affiliation_strings":["Computational Health Informatics, Leibniz University, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Computational Health Informatics, Leibniz University, Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090571318","display_name":"Juan R. Cebral","orcid":"https://orcid.org/0000-0002-3216-0856"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan R. Cebral","raw_affiliation_strings":["Bioengineering Department, Volgenau School of Engineering, George Mason University, 4400 University Drive, Fairfax, VA, 22030, USA"],"affiliations":[{"raw_affiliation_string":"Bioengineering Department, Volgenau School of Engineering, George Mason University, 4400 University Drive, Fairfax, VA, 22030, USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5029703589"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":3.1318,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.91943793,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"1","first_page":"141","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":1.0,"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":1.0,"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":0.9991999864578247,"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8515546917915344},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7898644208908081},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7884964942932129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7125983238220215},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.6194105744361877},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.61847984790802},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5905437469482422},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5860976576805115},{"id":"https://openalex.org/keywords/aneurysm","display_name":"Aneurysm","score":0.4906660318374634},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4900709390640259},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.45778313279151917},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42800575494766235},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.4260139763355255},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.41802462935447693},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21790990233421326},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.19781586527824402},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.16210845112800598}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8515546917915344},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7898644208908081},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7884964942932129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7125983238220215},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.6194105744361877},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.61847984790802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5905437469482422},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5860976576805115},{"id":"https://openalex.org/C2776098176","wikidata":"https://www.wikidata.org/wiki/Q189389","display_name":"Aneurysm","level":2,"score":0.4906660318374634},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4900709390640259},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.45778313279151917},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42800575494766235},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.4260139763355255},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.41802462935447693},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21790990233421326},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.19781586527824402},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.16210845112800598}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11548-019-02065-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11548-019-02065-2","pdf_url":null,"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":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":"journal-article"},{"id":"pmh:oai:digitalcollection.zhaw.ch:11475/27648","is_oa":true,"landing_page_url":"https://digitalcollection.zhaw.ch/handle/11475/27648","pdf_url":null,"source":{"id":"https://openalex.org/S4306401811","display_name":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200744771","host_organization_name":"ZHAW Zurich University of Applied Sciences","host_organization_lineage":["https://openalex.org/I200744771"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:digitalcollection.zhaw.ch:11475/27648","is_oa":true,"landing_page_url":"https://digitalcollection.zhaw.ch/handle/11475/27648","pdf_url":null,"source":{"id":"https://openalex.org/S4306401811","display_name":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200744771","host_organization_name":"ZHAW Zurich University of Applied Sciences","host_organization_lineage":["https://openalex.org/I200744771"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G336826131","display_name":null,"funder_award_id":"MRD-AneuX 2014-261","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320327577","display_name":"SystemsX.ch","ror":"https://ror.org/02s09gf16"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W7677535","https://openalex.org/W1480376833","https://openalex.org/W1596709027","https://openalex.org/W1618905105","https://openalex.org/W1984922215","https://openalex.org/W1999402245","https://openalex.org/W2006617902","https://openalex.org/W2013745378","https://openalex.org/W2015085131","https://openalex.org/W2054063317","https://openalex.org/W2057045896","https://openalex.org/W2086566177","https://openalex.org/W2101234009","https://openalex.org/W2101569050","https://openalex.org/W2102252421","https://openalex.org/W2106398669","https://openalex.org/W2113713760","https://openalex.org/W2121710705","https://openalex.org/W2122495063","https://openalex.org/W2156752771","https://openalex.org/W2163466561","https://openalex.org/W2165621956","https://openalex.org/W2328176404","https://openalex.org/W2330820318","https://openalex.org/W2787894218","https://openalex.org/W2789530411","https://openalex.org/W2790707565","https://openalex.org/W2792248972","https://openalex.org/W2886397273","https://openalex.org/W2898664926","https://openalex.org/W3085162807","https://openalex.org/W6829887170"],"related_works":["https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4388550696","https://openalex.org/W4321636153","https://openalex.org/W4313289487","https://openalex.org/W2076543106","https://openalex.org/W2994772185","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2019-09-12T00:00:00"}
