{"id":"https://openalex.org/W4390992113","doi":"https://doi.org/10.1109/bibm58861.2023.10385383","title":"A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning","display_name":"A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390992113","doi":"https://doi.org/10.1109/bibm58861.2023.10385383","pmid":"https://pubmed.ncbi.nlm.nih.gov/38389717"},"language":"en","primary_location":{"id":"doi:10.1109/bibm58861.2023.10385383","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm58861.2023.10385383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10883332/pdf/nihms-1962640.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057869404","display_name":"Ahmed El\u2010Hussein","orcid":"https://orcid.org/0000-0002-6349-3282"},"institutions":[{"id":"https://openalex.org/I4210151462","display_name":"New York Genome Center","ror":"https://ror.org/05wf2ga96","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210151462"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ahmed Elhussein","raw_affiliation_strings":["Columbia University,New York Genome Center,New York,USA","New York Genome Center, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,New York Genome Center,New York,USA","institution_ids":["https://openalex.org/I4210151462","https://openalex.org/I78577930"]},{"raw_affiliation_string":"New York Genome Center, Columbia University, New York, USA","institution_ids":["https://openalex.org/I4210151462","https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075991486","display_name":"Murad Megjhani","orcid":"https://orcid.org/0000-0002-7613-6444"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murad Megjhani","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035631010","display_name":"Daniel Nametz","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Nametz","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034985634","display_name":"Miriam Weiss","orcid":"https://orcid.org/0000-0001-8820-0805"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Miriam Weiss","raw_affiliation_strings":["RWTH Aachen University,Dept. Neurosurgery,Aachen,Germany","Dept. Neurosurgery, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Dept. Neurosurgery,Aachen,Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Dept. Neurosurgery, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069569825","display_name":"Jude P. J. Savarraj","orcid":"https://orcid.org/0000-0003-0194-0734"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jude Savarraj","raw_affiliation_strings":["UT Health, Houston,Dept. Neurology,Houston,USA","Dept. Neurology, UT Health, Houston, Houston, USA"],"affiliations":[{"raw_affiliation_string":"UT Health, Houston,Dept. Neurology,Houston,USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"Dept. Neurology, UT Health, Houston, Houston, USA","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025835310","display_name":"Soon Bin Kwon","orcid":"https://orcid.org/0000-0001-5076-0743"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soon Bin Kwon","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090876028","display_name":"David Roh","orcid":"https://orcid.org/0000-0003-1927-7686"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Roh","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024690923","display_name":"Sachin Agarwal","orcid":"https://orcid.org/0000-0003-0559-9326"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sachin Agarwal","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103752555","display_name":"E. Sander Connolly","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Sander Connolly","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019948345","display_name":"\u00c1ngela Vel\u00e1zquez","orcid":"https://orcid.org/0000-0002-0610-9619"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angela Velazquez","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000426332","display_name":"Jan Claassen","orcid":"https://orcid.org/0000-0002-5893-8531"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jan Claassen","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009628069","display_name":"H. Alex Choi","orcid":"https://orcid.org/0000-0001-7218-832X"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Huimahn A. Choi","raw_affiliation_strings":["RWTH Aachen University,Dept. Neurosurgery,Aachen,Germany","Dept. Neurosurgery, RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Dept. Neurosurgery,Aachen,Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Dept. Neurosurgery, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039409991","display_name":"Gerrit Alexander Schubert","orcid":"https://orcid.org/0000-0001-9135-6042"},"institutions":[{"id":"https://openalex.org/I4210123091","display_name":"Kantonsspital Baden","ror":"https://ror.org/034e48p94","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210123091"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gerrit A. Schubert","raw_affiliation_strings":["Kantonsspital,Dept. Neurosurgery,Switzerland","Dept. Neurosurgery, Kantonsspital, Switzerland"],"affiliations":[{"raw_affiliation_string":"Kantonsspital,Dept. Neurosurgery,Switzerland","institution_ids":["https://openalex.org/I4210123091"]},{"raw_affiliation_string":"Dept. Neurosurgery, Kantonsspital, Switzerland","institution_ids":["https://openalex.org/I4210123091"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447403","display_name":"Soojin Park","orcid":"https://orcid.org/0000-0002-3688-7307"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soojin Park","raw_affiliation_strings":["Columbia University,Dept. Neurology,New York,USA","Dept. Neurology, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,Dept. Neurology,New York,USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Dept. Neurology, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040793469","display_name":"Gamze G\u00fcrsoy","orcid":"https://orcid.org/0000-0002-1352-8686"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]},{"id":"https://openalex.org/I4210151462","display_name":"New York Genome Center","ror":"https://ror.org/05wf2ga96","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210151462"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gamze G\u00fcrsoy","raw_affiliation_strings":["Columbia University,New York Genome Center,New York,USA","New York Genome Center, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Columbia University,New York Genome Center,New York,USA","institution_ids":["https://openalex.org/I4210151462","https://openalex.org/I78577930"]},{"raw_affiliation_string":"New York Genome Center, Columbia University, New York, USA","institution_ids":["https://openalex.org/I4210151462","https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5057869404"],"corresponding_institution_ids":["https://openalex.org/I4210151462","https://openalex.org/I78577930"],"apc_list":null,"apc_paid":null,"fwci":0.2094,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62297331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2023","issue":null,"first_page":"1886","last_page":"1889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9975000023841858,"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/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.6834934949874878},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6474955081939697},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6012663841247559},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5335685610771179},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4781281054019928},{"id":"https://openalex.org/keywords/ischemia","display_name":"Ischemia","score":0.46964237093925476},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4585771858692169},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4506828188896179},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.43445590138435364},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4253038167953491},{"id":"https://openalex.org/keywords/subarachnoid-hemorrhage","display_name":"Subarachnoid hemorrhage","score":0.4252760708332062},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13337740302085876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6834934949874878},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6474955081939697},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6012663841247559},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5335685610771179},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4781281054019928},{"id":"https://openalex.org/C541997718","wikidata":"https://www.wikidata.org/wiki/Q188151","display_name":"Ischemia","level":2,"score":0.46964237093925476},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4585771858692169},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4506828188896179},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.43445590138435364},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4253038167953491},{"id":"https://openalex.org/C2777736543","wikidata":"https://www.wikidata.org/wiki/Q693442","display_name":"Subarachnoid hemorrhage","level":2,"score":0.4252760708332062},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13337740302085876},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bibm58861.2023.10385383","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bibm58861.2023.10385383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"pmid:38389717","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38389717","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":"Proceedings. IEEE International Conference on Bioinformatics and Biomedicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10883332","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10883332","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10883332/pdf/nihms-1962640.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings (IEEE Int Conf Bioinformatics Biomed)","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10883332","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10883332","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10883332/pdf/nihms-1962640.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings (IEEE Int Conf Bioinformatics Biomed)","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390992113.pdf","grobid_xml":"https://content.openalex.org/works/W4390992113.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W2094943913","https://openalex.org/W2097800192","https://openalex.org/W2166919876","https://openalex.org/W2784621220","https://openalex.org/W2802561155","https://openalex.org/W2807006176","https://openalex.org/W2908561956","https://openalex.org/W2944951172","https://openalex.org/W2977072935","https://openalex.org/W3012501605","https://openalex.org/W3016632787","https://openalex.org/W3024476370","https://openalex.org/W3045674654","https://openalex.org/W3086590218","https://openalex.org/W3091602774","https://openalex.org/W3128304793","https://openalex.org/W3129298942","https://openalex.org/W3133814152","https://openalex.org/W3217532475","https://openalex.org/W4221030344","https://openalex.org/W4226082367","https://openalex.org/W4287332481","https://openalex.org/W4293240757","https://openalex.org/W4293276167","https://openalex.org/W4297791730","https://openalex.org/W4318619660","https://openalex.org/W4384807682","https://openalex.org/W6728757088","https://openalex.org/W6752029299","https://openalex.org/W6757118068","https://openalex.org/W6855051745"],"related_works":["https://openalex.org/W4298221930","https://openalex.org/W2777914285","https://openalex.org/W2143707207","https://openalex.org/W3013363440","https://openalex.org/W1997132392","https://openalex.org/W4287823391","https://openalex.org/W3147690565","https://openalex.org/W835374403","https://openalex.org/W3031691203","https://openalex.org/W4312762663"],"abstract_inverted_index":{"Delayed":[0],"cerebral":[1],"ischemia":[2],"(DCI)":[3],"is":[4,15,23],"a":[5,16,55,61,77,85],"complication":[6],"seen":[7],"in":[8,129,140],"patients":[9],"with":[10,131,142],"subarachnoid":[11],"hemorrhage":[12],"stroke.":[13],"It":[14],"major":[17],"predictor":[18],"of":[19,49,70,93,151],"poor":[20],"outcomes":[21],"and":[22,83,153],"detected":[24],"late.":[25],"Machine":[26],"learning":[27],"models":[28,40,102],"are":[29],"shown":[30],"to":[31,47,59,67,96,120,156],"be":[32],"useful":[33],"for":[34,79],"early":[35],"detection,":[36],"however":[37],"training":[38,100],"such":[39],"suffers":[41],"from":[42],"small":[43],"sample":[44],"sizes":[45],"due":[46,119],"rarity":[48],"the":[50,91,149,154],"condition.":[51],"Here":[52],"we":[53],"propose":[54],"Federated":[56],"Learning":[57],"approach":[58],"train":[60],"DCI":[62],"classifier":[63],"across":[64,73,124],"three":[65],"institutions":[66],"overcome":[68],"challenges":[69],"sharing":[71],"data":[72],"hospitals.":[74],"We":[75,89,114],"developed":[76],"framework":[78],"federated":[80,86],"feature":[81,121,133],"selection":[82],"built":[84],"ensemble":[87],"classifier.":[88],"compared":[90],"performance":[92,109,128,139],"FL":[94,106,126,136,152],"model":[95],"that":[97,116],"obtained":[98],"by":[99],"separate":[101],"at":[103,110],"each":[104],"site.":[105],"significantly":[107],"improved":[108],"only":[111],"two":[112],"sites.":[113,125],"found":[115],"this":[117],"was":[118],"distribution":[122,159],"differences":[123],"improves":[127],"sites":[130,141],"similar":[132],"distributions,":[134],"however,":[135],"can":[137],"worsen":[138],"heterogeneous":[143],"distributions.":[144],"The":[145],"results":[146],"highlight":[147],"both":[148],"benefit":[150],"need":[155],"assess":[157],"dataset":[158],"similarity":[160],"before":[161],"conducting":[162],"FL.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
