{"id":"https://openalex.org/W3191359713","doi":"https://doi.org/10.1007/s12559-021-09926-6","title":"Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network","display_name":"Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network","publication_year":2021,"publication_date":"2021-08-10","ids":{"openalex":"https://openalex.org/W3191359713","doi":"https://doi.org/10.1007/s12559-021-09926-6","mag":"3191359713","pmid":"https://pubmed.ncbi.nlm.nih.gov/34394762"},"language":"en","primary_location":{"id":"doi:10.1007/s12559-021-09926-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12559-021-09926-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12559-021-09926-6.pdf","source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":"Cognitive Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s12559-021-09926-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088031793","display_name":"Javaria Amin","orcid":"https://orcid.org/0000-0003-1080-5446"},"institutions":[{"id":"https://openalex.org/I192891849","display_name":"University of Wah","ror":"https://ror.org/020we4134","country_code":"PK","type":"education","lineage":["https://openalex.org/I192891849"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Javaria Amin","raw_affiliation_strings":["Department of Computer Science, University of Wah, 47040, Wah Cantt, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Wah, 47040, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I192891849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052505171","display_name":"Muhammad Sharif","orcid":"https://orcid.org/0000-0002-1355-2168"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Sharif","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Wah Campus, 47040, Wah Cantt, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Wah Campus, 47040, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090010984","display_name":"Nadia Gul","orcid":null},"institutions":[{"id":"https://openalex.org/I192891849","display_name":"University of Wah","ror":"https://ror.org/020we4134","country_code":"PK","type":"education","lineage":["https://openalex.org/I192891849"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nadia Gul","raw_affiliation_strings":["MBBS, FCPS Diagnostic Radiology, Consultant Radiologist POF Hospital and Associate Professor Radiology Wah Medical College, Wah Cantt, Pakistan"],"affiliations":[{"raw_affiliation_string":"MBBS, FCPS Diagnostic Radiology, Consultant Radiologist POF Hospital and Associate Professor Radiology Wah Medical College, Wah Cantt, Pakistan","institution_ids":["https://openalex.org/I192891849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002855381","display_name":"Seifedine Kadry","orcid":"https://orcid.org/0000-0002-1939-4842"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seifedine Kadry","raw_affiliation_strings":["Faculty of Applied Computing and Technology, Noroff University College, Kristiansand, Norway"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Computing and Technology, Noroff University College, Kristiansand, Norway","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036945704","display_name":"Chinmay Chakraborty","orcid":"https://orcid.org/0000-0002-4385-0975"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chinmay Chakraborty","raw_affiliation_strings":["Birla Institute of Technology, Mesra, Jharkhand India","Birla Institute of Technology, Mesra, Jharkhand, India"],"affiliations":[{"raw_affiliation_string":"Birla Institute of Technology, Mesra, Jharkhand India","institution_ids":[]},{"raw_affiliation_string":"Birla Institute of Technology, Mesra, Jharkhand, India","institution_ids":["https://openalex.org/I115715567"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052505171"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":13.6514,"has_fulltext":true,"cited_by_count":122,"citation_normalized_percentile":{"value":0.99385105,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"14","issue":"5","first_page":"1677","last_page":"1688"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9988999962806702,"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":0.9988999962806702,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9948999881744385,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9625999927520752,"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":0.6996044516563416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6994529366493225},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6113774180412292},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.577147901058197},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.516918420791626},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.47398892045021057},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4598129689693451},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.4243320822715759}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6996044516563416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6994529366493225},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6113774180412292},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.577147901058197},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.516918420791626},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.47398892045021057},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4598129689693451},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.4243320822715759},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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},{"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12559-021-09926-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12559-021-09926-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12559-021-09926-6.pdf","source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":"Cognitive Computation","raw_type":"journal-article"},{"id":"pmid:34394762","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34394762","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cognitive computation","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8353617","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8353617","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cognit Comput","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s12559-021-09926-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12559-021-09926-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12559-021-09926-6.pdf","source":{"id":"https://openalex.org/S133078663","display_name":"Cognitive Computation","issn_l":"1866-9956","issn":["1866-9956","1866-9964"],"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":"Cognitive Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3191359713.pdf","grobid_xml":"https://content.openalex.org/works/W3191359713.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1149686452","https://openalex.org/W2112699581","https://openalex.org/W2173520492","https://openalex.org/W2323929895","https://openalex.org/W2521267242","https://openalex.org/W2574864336","https://openalex.org/W2593890892","https://openalex.org/W2604330447","https://openalex.org/W2607481174","https://openalex.org/W2736592352","https://openalex.org/W2763949715","https://openalex.org/W2765490497","https://openalex.org/W2790163334","https://openalex.org/W2792315573","https://openalex.org/W2799476711","https://openalex.org/W2895763047","https://openalex.org/W2898197178","https://openalex.org/W2898293445","https://openalex.org/W2901859177","https://openalex.org/W2910096450","https://openalex.org/W2911336075","https://openalex.org/W2968726102","https://openalex.org/W2982185347","https://openalex.org/W2995942064","https://openalex.org/W3004824173","https://openalex.org/W3005879071","https://openalex.org/W3007475506","https://openalex.org/W3007497549","https://openalex.org/W3008874180","https://openalex.org/W3011442200","https://openalex.org/W3012780255","https://openalex.org/W3014337038","https://openalex.org/W3014725478","https://openalex.org/W3016216487","https://openalex.org/W3017855299","https://openalex.org/W3021622280","https://openalex.org/W3030393382","https://openalex.org/W3034105463","https://openalex.org/W3035875293","https://openalex.org/W3039516438","https://openalex.org/W3042385473","https://openalex.org/W3044240928","https://openalex.org/W3045079087","https://openalex.org/W3046795633","https://openalex.org/W3049131298","https://openalex.org/W3083242390","https://openalex.org/W3085306326","https://openalex.org/W3085983193","https://openalex.org/W3102885034","https://openalex.org/W3104810384","https://openalex.org/W3105793982","https://openalex.org/W3107948185","https://openalex.org/W3114385744","https://openalex.org/W3119310857","https://openalex.org/W3133191822","https://openalex.org/W3135415606","https://openalex.org/W3135784346","https://openalex.org/W3164020550","https://openalex.org/W3164251887","https://openalex.org/W4242765389","https://openalex.org/W4245639997","https://openalex.org/W6818723395"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4310988119","https://openalex.org/W4285226279","https://openalex.org/W4288019534"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":8}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
