{"id":"https://openalex.org/W4398216749","doi":"https://doi.org/10.1007/s11042-024-18987-2","title":"Optimized COVID-19 detection using sparse deep learning models from multimodal imaging data","display_name":"Optimized COVID-19 detection using sparse deep learning models from multimodal imaging data","publication_year":2024,"publication_date":"2024-05-22","ids":{"openalex":"https://openalex.org/W4398216749","doi":"https://doi.org/10.1007/s11042-024-18987-2"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-18987-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18987-2","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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/A5101364368","display_name":"MohammadMahdi Moradi","orcid":null},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"MohammadMahdi Moradi","raw_affiliation_strings":["Faculty of Computer Science and Software Engineering, Concordia University, Montreal, Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Software Engineering, Concordia University, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084984853","display_name":"Alireza Hassanzadeh","orcid":"https://orcid.org/0000-0003-3015-3019"},"institutions":[{"id":"https://openalex.org/I48379061","display_name":"Shahid Beheshti University","ror":"https://ror.org/0091vmj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I48379061"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Hassanzadeh","raw_affiliation_strings":["Faculty of Electrical Engineering, Shahid Beheshti University, Tehran, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Shahid Beheshti University, Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I48379061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082572213","display_name":"Arman Haghanifar","orcid":null},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Arman Haghanifar","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Saskatchewan, Saskatoon, Saskatchewan, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Saskatchewan, Saskatoon, Saskatchewan, Canada","institution_ids":["https://openalex.org/I32625721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005338199","display_name":"Seok Bum Ko","orcid":null},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Seok Bum Ko","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Saskatchewan, Saskatoon, Saskatchewan, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Saskatchewan, Saskatoon, Saskatchewan, Canada","institution_ids":["https://openalex.org/I32625721"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101364368"],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11422138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"84","issue":"13","first_page":"11451","last_page":"11474"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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":1.0,"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/T10862","display_name":"AI in cancer detection","score":0.9865000247955322,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9832000136375427,"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":0.8802950382232666},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.731643557548523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5936350226402283},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5424803495407104},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.4238014817237854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41490811109542847},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36921316385269165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8802950382232666},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.731643557548523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5936350226402283},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5424803495407104},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.4238014817237854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41490811109542847},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36921316385269165},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"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/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-024-18987-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18987-2","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","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":37,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2764043458","https://openalex.org/W2785637175","https://openalex.org/W2801475611","https://openalex.org/W2894715962","https://openalex.org/W2896180549","https://openalex.org/W2963446712","https://openalex.org/W2979306089","https://openalex.org/W3000002142","https://openalex.org/W3008627141","https://openalex.org/W3011588331","https://openalex.org/W3013130152","https://openalex.org/W3013277995","https://openalex.org/W3016610966","https://openalex.org/W3018936110","https://openalex.org/W3022592783","https://openalex.org/W3042796256","https://openalex.org/W3080346424","https://openalex.org/W3085943693","https://openalex.org/W3099905444","https://openalex.org/W3100327638","https://openalex.org/W3106162232","https://openalex.org/W3107886162","https://openalex.org/W3120433096","https://openalex.org/W3130844452","https://openalex.org/W3132380572","https://openalex.org/W3134055916","https://openalex.org/W3154271720","https://openalex.org/W3161143900","https://openalex.org/W3164988417","https://openalex.org/W3191643769","https://openalex.org/W3198032304","https://openalex.org/W3201675643","https://openalex.org/W3208182542","https://openalex.org/W4297689207","https://openalex.org/W4297813615","https://openalex.org/W6910636773"],"related_works":["https://openalex.org/W4382894326","https://openalex.org/W3036314732","https://openalex.org/W3035105474","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":[],"updated_date":"2026-01-23T23:20:30.427331","created_date":"2025-10-10T00:00:00"}
