{"id":"https://openalex.org/W4399160128","doi":"https://doi.org/10.1007/978-3-031-61140-7_7","title":"Improving Prediction of\u00a0Mortality in\u00a0ICU via\u00a0Fusion of\u00a0SelectKBest with\u00a0SMOTE Method and\u00a0Extra Tree Classifier","display_name":"Improving Prediction of\u00a0Mortality in\u00a0ICU via\u00a0Fusion of\u00a0SelectKBest with\u00a0SMOTE Method and\u00a0Extra Tree Classifier","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399160128","doi":"https://doi.org/10.1007/978-3-031-61140-7_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-61140-7_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-61140-7_7","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,"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"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Improving_Prediction_of_Mortality_in_ICU_via_Fusion_of_SelectKBest_with_SMOTE_Method_and_Extra_Tree_Classifier/26360617","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098940811","display_name":"Mohammad Maftoun","orcid":"https://orcid.org/0009-0004-0095-5007"},"institutions":[{"id":"https://openalex.org/I136830121","display_name":"Islamic Azad University South Tehran Branch","ror":"https://ror.org/02xc21a77","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I136830121"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Maftoun","raw_affiliation_strings":["Department of Artificial Intelligence, Technical and Engineering Faculty, Islamic Azad University, South Tehran Branch, Tehran, Iran"],"raw_orcid":"https://orcid.org/0009-0004-0095-5007","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Technical and Engineering Faculty, Islamic Azad University, South Tehran Branch, Tehran, Iran","institution_ids":["https://openalex.org/I136830121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067079132","display_name":"Javad Hassannataj Joloudari","orcid":"https://orcid.org/0000-0001-9374-2326"},"institutions":[{"id":"https://openalex.org/I4210089766","display_name":"Technical and Vocational University","ror":"https://ror.org/00854zy02","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210089766"]},{"id":"https://openalex.org/I4400573191","display_name":"Islamic Azad University, Babol","ror":"https://ror.org/00pwbq328","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573191"]},{"id":"https://openalex.org/I97626857","display_name":"University of Birjand","ror":"https://ror.org/03g4hym73","country_code":"IR","type":"education","lineage":["https://openalex.org/I97626857"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Javad Hassannataj Joloudari","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, University of Birjand, Birjand, Iran","Department of Computer Engineering, Islamic Azad University, Babol Branch, Babol, Iran","Department of Computer Engineering, Technical and Vocational University (TVU), Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0001-9374-2326","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, University of Birjand, Birjand, Iran","institution_ids":["https://openalex.org/I97626857"]},{"raw_affiliation_string":"Department of Computer Engineering, Islamic Azad University, Babol Branch, Babol, Iran","institution_ids":["https://openalex.org/I4400573191"]},{"raw_affiliation_string":"Department of Computer Engineering, Technical and Vocational University (TVU), Tehran, Iran","institution_ids":["https://openalex.org/I4210089766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098940812","display_name":"Omid Zare","orcid":"https://orcid.org/0009-0000-2118-8186"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Omid Zare","raw_affiliation_strings":["Department of Computer Science, University of Verona, Verona, Italy"],"raw_orcid":"https://orcid.org/0009-0000-2118-8186","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103230635","display_name":"Maryam Khademi","orcid":null},"institutions":[{"id":"https://openalex.org/I136830121","display_name":"Islamic Azad University South Tehran Branch","ror":"https://ror.org/02xc21a77","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I136830121"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Maryam Khademi","raw_affiliation_strings":["Department of Applied Mathematics, Azad Islamic University, South Tehran Branch, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-9741-6808","affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, Azad Islamic University, South Tehran Branch, Tehran, Iran","institution_ids":["https://openalex.org/I136830121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102756831","display_name":"Alireza Atashi","orcid":"https://orcid.org/0000-0002-9923-9665"},"institutions":[{"id":"https://openalex.org/I70640408","display_name":"Tehran University of Medical Sciences","ror":"https://ror.org/01c4pz451","country_code":"IR","type":"education","lineage":["https://openalex.org/I70640408"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Atashi","raw_affiliation_strings":["Department of Digital Health, Tehran University of Medical Sciences, Tehran, Iran"],"raw_orcid":"https://orcid.org/0000-0002-9923-9665","affiliations":[{"raw_affiliation_string":"Department of Digital Health, Tehran University of Medical Sciences, Tehran, Iran","institution_ids":["https://openalex.org/I70640408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074466003","display_name":"Mohammad Ali Nematollahi","orcid":"https://orcid.org/0000-0003-0323-7305"},"institutions":[{"id":"https://openalex.org/I4210161235","display_name":"Fasa University of Medical Sciences","ror":"https://ror.org/05bh0zx16","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210161235"]},{"id":"https://openalex.org/I4400600978","display_name":"Fasa University","ror":"https://ror.org/03a77cf20","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600978"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammad Ali Nematollahi","raw_affiliation_strings":["Department of Computer Sciences, Fasa University, Fasa, Iran"],"raw_orcid":"https://orcid.org/0000-0003-0323-7305","affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Fasa University, Fasa, Iran","institution_ids":["https://openalex.org/I4210161235","https://openalex.org/I4400600978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083567791","display_name":"Roohallah Alizadehsani","orcid":"https://orcid.org/0000-0003-0898-5054"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roohallah Alizadehsani","raw_affiliation_strings":["Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Waurn Ponds, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0898-5054","affiliations":[{"raw_affiliation_string":"Institute for Intelligent Systems Research and Innovation (IISRI), Deakin University, Waurn Ponds, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011354002","display_name":"J. M. G\u00f3rriz","orcid":"https://orcid.org/0000-0001-7069-1714"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan M. Gorriz","raw_affiliation_strings":["Department of Signal Theory, Networking and Communications, Universidad de Granada, Granada, Spain"],"raw_orcid":"https://orcid.org/0000-0001-7069-1714","affiliations":[{"raw_affiliation_string":"Department of Signal Theory, Networking and Communications, Universidad de Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5074466003"],"corresponding_institution_ids":["https://openalex.org/I4210161235","https://openalex.org/I4400600978"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.1446,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.97047087,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"77"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9682000279426575,"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"}},{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.9193000197410583,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8048681020736694},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5840105414390564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5762965679168701},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.46158578991889954},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4442136883735657},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3894939422607422},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07751411199569702}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8048681020736694},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5840105414390564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5762965679168701},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.46158578991889954},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4442136883735657},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3894939422607422},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07751411199569702},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-61140-7_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-61140-7_7","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,"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"},{"id":"pmh:oai:figshare.com:article/26360617","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Improving_Prediction_of_Mortality_in_ICU_via_Fusion_of_SelectKBest_with_SMOTE_Method_and_Extra_Tree_Classifier/26360617","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/26360617","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Improving_Prediction_of_Mortality_in_ICU_via_Fusion_of_SelectKBest_with_SMOTE_Method_and_Extra_Tree_Classifier/26360617","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2796186337","https://openalex.org/W2808210306","https://openalex.org/W2966284335","https://openalex.org/W2980147550","https://openalex.org/W3007126328","https://openalex.org/W3032087714","https://openalex.org/W3036929302","https://openalex.org/W3044427673","https://openalex.org/W3046496067","https://openalex.org/W3047810072","https://openalex.org/W3130376580","https://openalex.org/W3201904098","https://openalex.org/W3217636259","https://openalex.org/W4229025171","https://openalex.org/W4248009001","https://openalex.org/W4283528092","https://openalex.org/W4292184178","https://openalex.org/W4308118698","https://openalex.org/W4317356564","https://openalex.org/W4322630433","https://openalex.org/W4353090637","https://openalex.org/W4385383529","https://openalex.org/W4386385038"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}