{"id":"https://openalex.org/W3134514554","doi":"https://doi.org/10.1007/978-3-658-33198-6_25","title":"Towards Deep Learning-based Wall Shear Stress Prediction for Intracranial Aneurysms","display_name":"Towards Deep Learning-based Wall Shear Stress Prediction for Intracranial Aneurysms","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3134514554","doi":"https://doi.org/10.1007/978-3-658-33198-6_25","mag":"3134514554"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-33198-6_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-33198-6_25","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033984569","display_name":"Annika Niemann","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Annika Niemann","raw_affiliation_strings":["Department of Simulation and Graphics, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","Forschungscampus STIMULATE, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Simulation and Graphics, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Forschungscampus STIMULATE, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033498552","display_name":"Lisa Schneider","orcid":"https://orcid.org/0000-0002-4431-2669"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lisa Schneider","raw_affiliation_strings":["Department of Simulation and Graphics, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Simulation and Graphics, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034699298","display_name":"Bernhard Preim","orcid":"https://orcid.org/0000-0001-9826-9478"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard Preim","raw_affiliation_strings":["Department of Simulation and Graphics, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Simulation and Graphics, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018287424","display_name":"Samuel Vo\u00df","orcid":"https://orcid.org/0000-0002-9757-7564"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samuel Vo\u00df","raw_affiliation_strings":["Department of Fluid Dynamics and Technical Flows, University of Magdeburg, Magdeburg, Deutschland","Forschungscampus STIMULATE, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Fluid Dynamics and Technical Flows, University of Magdeburg, Magdeburg, Deutschland","institution_ids":[]},{"raw_affiliation_string":"Forschungscampus STIMULATE, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056861456","display_name":"Philipp Berg","orcid":"https://orcid.org/0000-0003-4140-6771"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp Berg","raw_affiliation_strings":["Department of Fluid Dynamics and Technical Flows, University of Magdeburg, Magdeburg, Deutschland","Forschungscampus STIMULATE, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Fluid Dynamics and Technical Flows, University of Magdeburg, Magdeburg, Deutschland","institution_ids":[]},{"raw_affiliation_string":"Forschungscampus STIMULATE, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019302177","display_name":"Sylvia Saalfeld","orcid":"https://orcid.org/0000-0002-7002-7917"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sylvia Saalfeld","raw_affiliation_strings":["Department of Simulation and Graphics, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","Forschungscampus STIMULATE, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Simulation and Graphics, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Forschungscampus STIMULATE, Otto-von-Guericke University of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1309,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76673347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":0.9993000030517578,"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":0.9993000030517578,"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9909999966621399,"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":0.9761999845504761,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/shear-stress","display_name":"Shear stress","score":0.7142850160598755},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6764531135559082},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6409304141998291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6010832786560059},{"id":"https://openalex.org/keywords/shear","display_name":"Shear (geology)","score":0.49240410327911377},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.48281535506248474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45608872175216675},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4388420283794403},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.32026445865631104},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.28870970010757446},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.12169483304023743}],"concepts":[{"id":"https://openalex.org/C21141959","wikidata":"https://www.wikidata.org/wiki/Q657936","display_name":"Shear stress","level":2,"score":0.7142850160598755},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6764531135559082},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6409304141998291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6010832786560059},{"id":"https://openalex.org/C96035792","wikidata":"https://www.wikidata.org/wiki/Q43606218","display_name":"Shear (geology)","level":2,"score":0.49240410327911377},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.48281535506248474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45608872175216675},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4388420283794403},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.32026445865631104},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.28870970010757446},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.12169483304023743}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-33198-6_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-33198-6_25","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2093027094","https://openalex.org/W2129460996","https://openalex.org/W2293501806","https://openalex.org/W2561944119","https://openalex.org/W2943246067","https://openalex.org/W2945565118","https://openalex.org/W3026630178","https://openalex.org/W3084380481","https://openalex.org/W3196757234"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W4230611425","https://openalex.org/W4315434538","https://openalex.org/W4377865163","https://openalex.org/W3193857078","https://openalex.org/W3208304128","https://openalex.org/W3000197790"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
