{"id":"https://openalex.org/W4386352870","doi":"https://doi.org/10.1109/isbi53787.2023.10230459","title":"A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction Using Multimodal MRI Data","display_name":"A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction Using Multimodal MRI Data","publication_year":2023,"publication_date":"2023-04-18","ids":{"openalex":"https://openalex.org/W4386352870","doi":"https://doi.org/10.1109/isbi53787.2023.10230459"},"language":"en","primary_location":{"id":"doi:10.1109/isbi53787.2023.10230459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi53787.2023.10230459","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04210499/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079504287","display_name":"Nima Hatami","orcid":"https://orcid.org/0000-0003-0186-361X"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nima Hatami","raw_affiliation_strings":["Universit&#x00E9; Lyon 1, INSA-Lyon,CREATIS, CNRS UMR5220, INSERM U1206,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Lyon 1, INSA-Lyon,CREATIS, CNRS UMR5220, INSERM U1206,France","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I1294671590","https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005580042","display_name":"Laura Mechtouff","orcid":"https://orcid.org/0000-0001-9165-5763"},"institutions":[{"id":"https://openalex.org/I4210100596","display_name":"Hospices Civils de Lyon","ror":"https://ror.org/01502ca60","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100596"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laura Mechtouff","raw_affiliation_strings":["Hospices Civils de Lyon,Stroke Department,France"],"affiliations":[{"raw_affiliation_string":"Hospices Civils de Lyon,Stroke Department,France","institution_ids":["https://openalex.org/I4210100596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101899914","display_name":"David Rousseau","orcid":"https://orcid.org/0000-0002-7935-1609"},"institutions":[{"id":"https://openalex.org/I2800285241","display_name":"Institut Agro Rennes-Angers","ror":"https://ror.org/01s3fs709","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800285241","https://openalex.org/I4210117091","https://openalex.org/I4399657933"]},{"id":"https://openalex.org/I49451733","display_name":"Universit\u00e9 d'Angers","ror":"https://ror.org/04yrqp957","country_code":"FR","type":"education","lineage":["https://openalex.org/I49451733"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Rousseau","raw_affiliation_strings":["Universite d'Angers,LARIS, UMR IRHS INRA,France","IRHS - Institut de Recherche en Horticulture et Semences (Institut Agro Agrocampus Ouest, UMR1345 IRHS, F-49045 Angers, France - France)"],"affiliations":[{"raw_affiliation_string":"Universite d'Angers,LARIS, UMR IRHS INRA,France","institution_ids":["https://openalex.org/I49451733"]},{"raw_affiliation_string":"IRHS - Institut de Recherche en Horticulture et Semences (Institut Agro Agrocampus Ouest, UMR1345 IRHS, F-49045 Angers, France - France)","institution_ids":["https://openalex.org/I2800285241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049975927","display_name":"Tae\u2010Hee Cho","orcid":"https://orcid.org/0000-0001-8677-2447"},"institutions":[{"id":"https://openalex.org/I4210100596","display_name":"Hospices Civils de Lyon","ror":"https://ror.org/01502ca60","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100596"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tae-Hee Cho","raw_affiliation_strings":["Hospices Civils de Lyon,Stroke Department,France"],"affiliations":[{"raw_affiliation_string":"Hospices Civils de Lyon,Stroke Department,France","institution_ids":["https://openalex.org/I4210100596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042864253","display_name":"Omer Eker","orcid":"https://orcid.org/0000-0002-5696-5368"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Omer Eker","raw_affiliation_strings":["Universit&#x00E9; Lyon 1, INSA-Lyon,CREATIS, CNRS UMR5220, INSERM U1206,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Lyon 1, INSA-Lyon,CREATIS, CNRS UMR5220, INSERM U1206,France","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I1294671590","https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081894683","display_name":"Yves Berthez\u00e8ne","orcid":"https://orcid.org/0000-0001-6725-7861"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yves Berthez\u00e8ne","raw_affiliation_strings":["Universit&#x00E9; Lyon 1, INSA-Lyon,CREATIS, CNRS UMR5220, INSERM U1206,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Lyon 1, INSA-Lyon,CREATIS, CNRS UMR5220, INSERM U1206,France","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I1294671590","https://openalex.org/I100532134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072554919","display_name":"Carole Frindel","orcid":"https://orcid.org/0000-0003-4570-0994"},"institutions":[{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Carole Frindel","raw_affiliation_strings":["Universit&#x00E9; Lyon 1, INSA-Lyon,CREATIS, CNRS UMR5220, INSERM U1206,France"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Lyon 1, INSA-Lyon,CREATIS, CNRS UMR5220, INSERM U1206,France","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I1294671590","https://openalex.org/I100532134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5079504287"],"corresponding_institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"],"apc_list":null,"apc_paid":null,"fwci":0.8803,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7605629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9965999722480774,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6274038553237915},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.6098425388336182},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5663146376609802},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5412296056747437},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5341692566871643},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.4967511296272278},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45691993832588196},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43012911081314087},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37076544761657715},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13291850686073303},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11977791786193848},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.09940430521965027},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0941152572631836}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6274038553237915},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.6098425388336182},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5663146376609802},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5412296056747437},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5341692566871643},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.4967511296272278},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45691993832588196},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43012911081314087},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37076544761657715},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13291850686073303},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11977791786193848},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09940430521965027},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0941152572631836},{"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/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi53787.2023.10230459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi53787.2023.10230459","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04210499v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04210499","pdf_url":"https://hal.science/hal-04210499/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), Apr 2023, Cartagena, Colombia. pp.1-5, &#x27E8;10.1109/ISBI53787.2023.10230459&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04210499v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04210499","pdf_url":"https://hal.science/hal-04210499/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), Apr 2023, Cartagena, Colombia. pp.1-5, &#x27E8;10.1109/ISBI53787.2023.10230459&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320312574","display_name":"UCB","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386352870.pdf","grobid_xml":"https://content.openalex.org/works/W4386352870.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1992795214","https://openalex.org/W2064675550","https://openalex.org/W2117539524","https://openalex.org/W2136145485","https://openalex.org/W2194775991","https://openalex.org/W2943767668","https://openalex.org/W2948978827","https://openalex.org/W2963446712","https://openalex.org/W2997574889","https://openalex.org/W3012025552","https://openalex.org/W3014784496","https://openalex.org/W3093413973","https://openalex.org/W3116772497","https://openalex.org/W3197233575","https://openalex.org/W4294975328","https://openalex.org/W4321178320","https://openalex.org/W6681096077","https://openalex.org/W6850157829"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2978999882","https://openalex.org/W2011264131","https://openalex.org/W4306353150","https://openalex.org/W2026860389","https://openalex.org/W8219677","https://openalex.org/W3216879894","https://openalex.org/W2890132085","https://openalex.org/W2168054807","https://openalex.org/W2058990474"],"abstract_inverted_index":{"Patient":[0],"outcome":[1,22,92],"prediction":[2,23],"is":[3,18,63,102],"critical":[4],"in":[5],"management":[6],"of":[7,34,38,76,79,117],"ischemic":[8],"stroke.":[9],"In":[10],"this":[11],"paper,":[12],"a":[13,58,80],"novel":[14],"machine":[15],"learning":[16,50],"model":[17,32,101],"proposed":[19,31,95,125],"for":[20,49,90,109],"stroke":[21],"using":[24],"multimodal":[25,72,77],"Magnetic":[26],"Resonance":[27],"Imaging":[28],"(MRI).":[29],"The":[30,74,94],"consists":[33],"two":[35],"serial":[36],"levels":[37],"Autoencoders":[39],"(AEs),":[40],"where":[41],"different":[42,54],"AEs":[43],"at":[44,60],"level":[45,61],"1":[46],"are":[47,83],"used":[48,64,85],"unimodal":[51,68],"features":[52,69,78],"from":[53],"MRI":[55,118],"modalities":[56],"and":[57,114,141],"AE":[59,96,126],"2":[62],"to":[65,104],"combine":[66],"the":[67,112,124,132],"into":[70],"compressed":[71],"features.":[73],"sequences":[75],"given":[81],"patient":[82],"then":[84],"by":[86,137],"an":[87,106],"LSTM":[88],"network":[89],"predicting":[91],"score.":[93],"<sup":[97,127],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[98,128],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[99,129],"-LSTM":[100,130],"proved":[103],"be":[105],"effective":[107],"approach":[108],"better":[110],"addressing":[111],"multimodality":[113],"volumetric":[115],"nature":[116],"data.":[119],"Experimental":[120],"results":[121],"show":[122],"that":[123],"outperforms":[131],"existing":[133],"state-of-the":[134],"art":[135],"models":[136],"achieving":[138],"highest":[139],"AUC=0.71":[140],"lowest":[142],"MAE=0.34.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
