{"id":"https://openalex.org/W3188562040","doi":"https://doi.org/10.1007/978-3-030-84529-2_52","title":"Diagnosing COVID-19 on Limited Data: A Comparative Study of Machine Learning Methods","display_name":"Diagnosing COVID-19 on Limited Data: A Comparative Study of Machine Learning Methods","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3188562040","doi":"https://doi.org/10.1007/978-3-030-84529-2_52","mag":"3188562040"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-84529-2_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-84529-2_52","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085798276","display_name":"Rita Zgheib","orcid":"https://orcid.org/0000-0001-6301-8783"},"institutions":[{"id":"https://openalex.org/I186129607","display_name":"Canadian University of Dubai","ror":"https://ror.org/029zgsn59","country_code":"AE","type":"education","lineage":["https://openalex.org/I186129607"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Rita Zgheib","raw_affiliation_strings":["School of Computer Engineering, Canadian University Dubai, Dubai, UAE"],"raw_orcid":"https://orcid.org/0000-0001-6301-8783","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Canadian University Dubai, Dubai, UAE","institution_ids":["https://openalex.org/I186129607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051609871","display_name":"Firuz Kamalov","orcid":"https://orcid.org/0000-0003-3946-0920"},"institutions":[{"id":"https://openalex.org/I186129607","display_name":"Canadian University of Dubai","ror":"https://ror.org/029zgsn59","country_code":"AE","type":"education","lineage":["https://openalex.org/I186129607"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Firuz Kamalov","raw_affiliation_strings":["School of Computer Engineering, Canadian University Dubai, Dubai, UAE"],"raw_orcid":"https://orcid.org/0000-0003-3946-0920","affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Canadian University Dubai, Dubai, UAE","institution_ids":["https://openalex.org/I186129607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010428543","display_name":"Ghazar Chahbandarian","orcid":"https://orcid.org/0000-0002-5430-6174"},"institutions":[{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4387153255","https://openalex.org/I4405258862","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ghazar Chahbandarian","raw_affiliation_strings":["Institut de Recherche en Informatique de Toulouse, Toulouse, France"],"raw_orcid":"https://orcid.org/0000-0002-5430-6174","affiliations":[{"raw_affiliation_string":"Institut de Recherche en Informatique de Toulouse, Toulouse, France","institution_ids":["https://openalex.org/I4210119061"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019660064","display_name":"Osman El Labban","orcid":null},"institutions":[{"id":"https://openalex.org/I2800848923","display_name":"Jahra Hospital","ror":"https://ror.org/05kjeqc29","country_code":"KW","type":"healthcare","lineage":["https://openalex.org/I2800848923"]}],"countries":["KW"],"is_corresponding":true,"raw_author_name":"Osman El Labban","raw_affiliation_strings":["Head of Family Medicine Department, Al Zahra Hospital, Dubai, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Head of Family Medicine Department, Al Zahra Hospital, Dubai, UAE","institution_ids":["https://openalex.org/I2800848923"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019660064"],"corresponding_institution_ids":["https://openalex.org/I2800848923"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8032,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.86924184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"616","last_page":"627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"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":0.9998999834060669,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9962000250816345,"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":0.9854999780654907,"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/computer-science","display_name":"Computer science","score":0.8104919195175171},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7650935649871826},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7515779733657837},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6842131018638611},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.6606465578079224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6568087339401245},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6059294939041138},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5825743079185486},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5318602919578552},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.49716857075691223},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.44481298327445984},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3492348790168762}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8104919195175171},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7650935649871826},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7515779733657837},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6842131018638611},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.6606465578079224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6568087339401245},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6059294939041138},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5825743079185486},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5318602919578552},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.49716857075691223},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.44481298327445984},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3492348790168762},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-84529-2_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-84529-2_52","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1530010412","https://openalex.org/W2123380119","https://openalex.org/W2133160781","https://openalex.org/W2134293572","https://openalex.org/W2799900537","https://openalex.org/W3015433395","https://openalex.org/W3019449959","https://openalex.org/W3026147544","https://openalex.org/W3035029867","https://openalex.org/W3038780555","https://openalex.org/W3041148517","https://openalex.org/W3067119061","https://openalex.org/W3084230456","https://openalex.org/W3094932786","https://openalex.org/W3113195410","https://openalex.org/W3117266993","https://openalex.org/W3118454707","https://openalex.org/W3118694803","https://openalex.org/W3118875258","https://openalex.org/W3216811718"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W4200112873","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W4310492845","https://openalex.org/W4386690025","https://openalex.org/W2885778889","https://openalex.org/W2766514146"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}