{"id":"https://openalex.org/W4407147495","doi":"https://doi.org/10.1007/978-3-031-81101-2_12","title":"A Multi-modal Deep Learning Framework for Final Infarct Prediction in Acute Ischemic Stroke: Combining CTA, NCCT, and Clinical Data","display_name":"A Multi-modal Deep Learning Framework for Final Infarct Prediction in Acute Ischemic Stroke: Combining CTA, NCCT, and Clinical Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407147495","doi":"https://doi.org/10.1007/978-3-031-81101-2_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-81101-2_12","doi":"https://doi.org/10.1007/978-3-031-81101-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-81101-2_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4407156472","display_name":"Image Analysis in Stroke Diagnosis and Interventions"},"type":"conference-paper","is_traditional":true,"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/A5088438718","display_name":"Eneko Uru\u00f1uela","orcid":"https://orcid.org/0000-0001-6849-9088","observed_orcids":["https://orcid.org/0000-0001-6849-9088"]},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Eneko Uru\u00f1uela","raw_affiliation_strings":["Department of Radiology, University of Calgary, Calgary, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116151925","display_name":"Annabella Bregazzi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Annabella Bregazzi","raw_affiliation_strings":["Department of Radiology, University of Calgary, Calgary, AB, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051753610","display_name":"Matthias Wilms","orcid":"https://orcid.org/0000-0001-8845-360X","observed_orcids":["https://orcid.org/0000-0001-8845-360X"]},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I4389425471","display_name":"Alberta Children's Hospital Research Institute","ror":"https://ror.org/00gmyvv50","country_code":"CA","type":"facility","lineage":["https://openalex.org/I168635309","https://openalex.org/I4389425471"]},{"id":"https://openalex.org/I4405260330","display_name":"Hotchkiss Brain Institute","ror":"https://ror.org/03k51z204","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309","https://openalex.org/I4405260330"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matthias Wilms","raw_affiliation_strings":["Alberta Children\u2019s Hospital Research Institute, University of Calgary, Calgary, Canada","Department of Radiology, University of Calgary, Calgary, AB, Canada","Departments of Pediatrics and Community Health Sciences, University of Calgary, Calgary, Canada","Hotchkiss Brain Institute, University of Calgary, Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alberta Children\u2019s Hospital Research Institute, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309","https://openalex.org/I4389425471"]},{"raw_affiliation_string":"Department of Radiology, University of Calgary, Calgary, AB, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Departments of Pediatrics and Community Health Sciences, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Hotchkiss Brain Institute, University of Calgary, Calgary, Canada","institution_ids":["https://openalex.org/I168635309","https://openalex.org/I4405260330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088438718"],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02129522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"100","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical 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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical 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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.005499999970197678,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/acute-ischemic-stroke","display_name":"acute ischemic stroke","score":0.9980000257492065},{"id":"https://openalex.org/keywords/ct-angiography","display_name":"CT angiography","score":0.8709999918937683},{"id":"https://openalex.org/keywords/non-contrast-ct","display_name":"non-contrast CT","score":0.9440000057220459},{"id":"https://openalex.org/keywords/multimodal-deep-learning","display_name":"multimodal deep learning","score":0.6290000081062317},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8199999928474426},{"id":"https://openalex.org/keywords/lesion-volume-estimation","display_name":"lesion volume estimation","score":0.49799999594688416},{"id":"https://openalex.org/keywords/clinical-data-integration","display_name":"clinical data integration","score":0.6850000023841858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7046489715576172},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6750982999801636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4712517559528351},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.46840426325798035},{"id":"https://openalex.org/C3020199598","wikidata":"https://www.wikidata.org/wiki/Q12202","display_name":"Ischemic stroke","level":3,"score":0.42240482568740845},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.32813575863838196},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25470951199531555},{"id":"https://openalex.org/C541997718","wikidata":"https://www.wikidata.org/wiki/Q188151","display_name":"Ischemia","level":2,"score":0.14133834838867188},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0545925498008728},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-81101-2_12","doi":"https://doi.org/10.1007/978-3-031-81101-2_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-81101-2_12","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.9476000070571899}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2093803906","https://openalex.org/W2102828922","https://openalex.org/W2117528991","https://openalex.org/W2127366324","https://openalex.org/W2156436652","https://openalex.org/W2734349601","https://openalex.org/W2760314420","https://openalex.org/W2767776410","https://openalex.org/W2803802119","https://openalex.org/W2912810649","https://openalex.org/W2944491145","https://openalex.org/W3087003429","https://openalex.org/W4295915920","https://openalex.org/W4389421628","https://openalex.org/W4389611870","https://openalex.org/W4391303307","https://openalex.org/W4392966390","https://openalex.org/W4403012039","https://openalex.org/W4405425529","https://openalex.org/W6964009678"],"related_works":["https://openalex.org/W2891229117","https://openalex.org/W3172842202","https://openalex.org/W4403012039","https://openalex.org/W4392966390","https://openalex.org/W3010687358","https://openalex.org/W4407147636","https://openalex.org/W4392338521","https://openalex.org/W2911593759","https://openalex.org/W4388529955","https://openalex.org/W3136804573"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2025-02-05T00:00:00"}