{"id":"https://openalex.org/W4285131016","doi":"https://doi.org/10.1007/978-3-031-06371-8_38","title":"Machine Learning-Based Predictors for ICU Admission of COVID-19 Patients","display_name":"Machine Learning-Based Predictors for ICU Admission of COVID-19 Patients","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285131016","doi":"https://doi.org/10.1007/978-3-031-06371-8_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-06371-8_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-06371-8_38","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","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/A5055849292","display_name":"Nagham Alhawas","orcid":"https://orcid.org/0000-0002-7407-1392"},"institutions":[{"id":"https://openalex.org/I55931168","display_name":"Cukurova University","ror":"https://ror.org/05wxkj555","country_code":"TR","type":"education","lineage":["https://openalex.org/I55931168"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Nagham Alhawas","raw_affiliation_strings":["Department of Computer Engineering, \u00c7ukurova University, 0133, Adana, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, \u00c7ukurova University, 0133, Adana, Turkey","institution_ids":["https://openalex.org/I55931168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077619524","display_name":"Serkan Kartal","orcid":"https://orcid.org/0000-0001-9801-8986"},"institutions":[{"id":"https://openalex.org/I55931168","display_name":"Cukurova University","ror":"https://ror.org/05wxkj555","country_code":"TR","type":"education","lineage":["https://openalex.org/I55931168"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serkan Kartal","raw_affiliation_strings":["Department of Computer Engineering, \u00c7ukurova University, 0133, Adana, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, \u00c7ukurova University, 0133, Adana, Turkey","institution_ids":["https://openalex.org/I55931168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055849292"],"corresponding_institution_ids":["https://openalex.org/I55931168"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.19092153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"602","last_page":"616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9984999895095825,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9797000288963318,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7365712523460388},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6698083281517029},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6514152884483337},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6434581279754639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.587475597858429},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4631722569465637},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.44841212034225464},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4475265443325043}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7365712523460388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6698083281517029},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6514152884483337},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6434581279754639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.587475597858429},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4631722569465637},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.44841212034225464},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4475265443325043}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-06371-8_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-06371-8_38","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2164529528","https://openalex.org/W2888804891","https://openalex.org/W2898585408","https://openalex.org/W2995098893","https://openalex.org/W3009583110","https://openalex.org/W3022345629","https://openalex.org/W3042081405","https://openalex.org/W3123270157","https://openalex.org/W3135446575","https://openalex.org/W3146264788","https://openalex.org/W3158842640","https://openalex.org/W3195107633"],"related_works":["https://openalex.org/W3202201951","https://openalex.org/W4205958290","https://openalex.org/W3210877509","https://openalex.org/W3194539120","https://openalex.org/W4362499384","https://openalex.org/W2345184372","https://openalex.org/W2937631562","https://openalex.org/W4361795583","https://openalex.org/W3136979370","https://openalex.org/W3105251098"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}