{"id":"https://openalex.org/W4399445325","doi":"https://doi.org/10.1007/s00354-024-00261-6","title":"Optimal Prognostic Accuracy: Machine Learning Approaches for COVID-19 Prognosis with Biomarkers and Demographic Information","display_name":"Optimal Prognostic Accuracy: Machine Learning Approaches for COVID-19 Prognosis with Biomarkers and Demographic Information","publication_year":2024,"publication_date":"2024-06-07","ids":{"openalex":"https://openalex.org/W4399445325","doi":"https://doi.org/10.1007/s00354-024-00261-6"},"language":"en","primary_location":{"id":"doi:10.1007/s00354-024-00261-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00354-024-00261-6","pdf_url":null,"source":{"id":"https://openalex.org/S165364243","display_name":"New Generation Computing","issn_l":"0288-3635","issn":["0288-3635","1882-7055"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Generation Computing","raw_type":"journal-article"},"type":"article","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/A5101505867","display_name":"Sajid Hussain","orcid":"https://orcid.org/0000-0002-9679-3425"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sajid Hussain","raw_affiliation_strings":["School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi\u2019an, China","School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046202286","display_name":"Songhua Xu","orcid":"https://orcid.org/0000-0002-2276-2538"},"institutions":[{"id":"https://openalex.org/I4210131893","display_name":"Second Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/03aq7kf18","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131893"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Songhua","raw_affiliation_strings":["Department of Health Management & Institute of Medical Artificial Intelligence, The Second Affiliated Hospital Xi\u2019an Jiaotong University, 710004 Xi\u2019an, China","School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi\u2019an, China","School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Management & Institute of Medical Artificial Intelligence, The Second Affiliated Hospital Xi\u2019an Jiaotong University, 710004 Xi\u2019an, China","institution_ids":["https://openalex.org/I4210131893"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101439156","display_name":"Muhammad Usman Aslam","orcid":"https://orcid.org/0000-0002-9060-3264"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Usman Aslam","raw_affiliation_strings":["School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi\u2019an, China","School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Xian Jiaotong University, 710004 Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043066261","display_name":"Fida Hussain","orcid":"https://orcid.org/0000-0001-6476-2280"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fida Hussain","raw_affiliation_strings":["College of Electrical and Mechanical Engineering, Department of Mechatronics Engineering, National University of Science & Technology, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Mechanical Engineering, Department of Mechatronics Engineering, National University of Science & Technology, Islamabad, Pakistan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072823130","display_name":"Iftikhar Ali","orcid":"https://orcid.org/0000-0003-2319-2175"},"institutions":[{"id":"https://openalex.org/I236232284","display_name":"Karakoram International University","ror":"https://ror.org/0324r4e56","country_code":"PK","type":"education","lineage":["https://openalex.org/I236232284"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Iftikhar Ali","raw_affiliation_strings":["Department of International Relations, Karakoram International University, Gilgit, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of International Relations, Karakoram International University, Gilgit, Pakistan","institution_ids":["https://openalex.org/I236232284"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101505867"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":1.8728,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85320887,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"42","issue":"5","first_page":"879","last_page":"910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.996399998664856,"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":0.996399998664856,"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":0.9537000060081482,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9412000179290771,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8331949710845947},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7217079401016235},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5864208340644836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5404523015022278},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.4322735667228699},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15058019757270813},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.09821152687072754},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.0981743335723877},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09029242396354675},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.08961698412895203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8331949710845947},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7217079401016235},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5864208340644836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5404523015022278},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.4322735667228699},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15058019757270813},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.09821152687072754},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0981743335723877},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09029242396354675},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.08961698412895203},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00354-024-00261-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00354-024-00261-6","pdf_url":null,"source":{"id":"https://openalex.org/S165364243","display_name":"New Generation Computing","issn_l":"0288-3635","issn":["0288-3635","1882-7055"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"New Generation Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W1608401492","https://openalex.org/W1980276147","https://openalex.org/W2015648984","https://openalex.org/W2145465275","https://openalex.org/W2157825442","https://openalex.org/W2260243917","https://openalex.org/W2330219538","https://openalex.org/W2559394418","https://openalex.org/W2593501769","https://openalex.org/W2801908214","https://openalex.org/W2889617671","https://openalex.org/W2919997280","https://openalex.org/W2964278775","https://openalex.org/W2998569244","https://openalex.org/W3004965358","https://openalex.org/W3009946390","https://openalex.org/W3014524604","https://openalex.org/W3018753698","https://openalex.org/W3033479315","https://openalex.org/W3037163353","https://openalex.org/W3038780555","https://openalex.org/W3041463877","https://openalex.org/W3042239862","https://openalex.org/W3042669018","https://openalex.org/W3080752099","https://openalex.org/W3085005555","https://openalex.org/W3086089451","https://openalex.org/W3090115387","https://openalex.org/W3092284106","https://openalex.org/W3092436046","https://openalex.org/W3099734242","https://openalex.org/W3101804921","https://openalex.org/W3102558057","https://openalex.org/W3110800647","https://openalex.org/W3113005448","https://openalex.org/W3113447854","https://openalex.org/W3119080408","https://openalex.org/W3121109690","https://openalex.org/W3137856307","https://openalex.org/W3153990350","https://openalex.org/W3155739706","https://openalex.org/W3161550517","https://openalex.org/W3184868206","https://openalex.org/W3186445007","https://openalex.org/W3205480029","https://openalex.org/W4200488444","https://openalex.org/W4200578127","https://openalex.org/W4205339139","https://openalex.org/W4220885531","https://openalex.org/W4224277290","https://openalex.org/W4225140232","https://openalex.org/W4226416231","https://openalex.org/W4281713208","https://openalex.org/W4285801262","https://openalex.org/W4294590177","https://openalex.org/W4307985714","https://openalex.org/W4310229338","https://openalex.org/W4310960427","https://openalex.org/W4311543323","https://openalex.org/W4319967850","https://openalex.org/W4323852155","https://openalex.org/W4378903438","https://openalex.org/W4380368068","https://openalex.org/W4386746261","https://openalex.org/W4387662340","https://openalex.org/W4389981985","https://openalex.org/W4390638404","https://openalex.org/W4390699176","https://openalex.org/W4392077074","https://openalex.org/W4392239882"],"related_works":["https://openalex.org/W4382894326","https://openalex.org/W3036314732","https://openalex.org/W2961085424","https://openalex.org/W3009669391","https://openalex.org/W3154141118","https://openalex.org/W4394620624","https://openalex.org/W4296163649","https://openalex.org/W4388896133","https://openalex.org/W3031607536","https://openalex.org/W3135208316"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}