{"id":"https://openalex.org/W3165621273","doi":"https://doi.org/10.1109/isbi48211.2021.9434159","title":"XPGAN: X-Ray Projected Generative Adversarial Network For Improving Covid-19 Image Classification","display_name":"XPGAN: X-Ray Projected Generative Adversarial Network For Improving Covid-19 Image Classification","publication_year":2021,"publication_date":"2021-04-13","ids":{"openalex":"https://openalex.org/W3165621273","doi":"https://doi.org/10.1109/isbi48211.2021.9434159","mag":"3165621273"},"language":"en","primary_location":{"id":"doi:10.1109/isbi48211.2021.9434159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9434159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5055052124","display_name":"Tran Minh Quan","orcid":"https://orcid.org/0000-0001-7374-9168"},"institutions":[{"id":"https://openalex.org/I1315456113","display_name":"Vinh University","ror":"https://ror.org/0244cgm12","country_code":"VN","type":"education","lineage":["https://openalex.org/I1315456113"]},{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tran Minh Quan","raw_affiliation_strings":["Vin University, Vietnam","VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vin University, Vietnam","institution_ids":["https://openalex.org/I1315456113","https://openalex.org/I4210142044"]},{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071050939","display_name":"Huynh Minh Thanh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Huynh Minh Thanh","raw_affiliation_strings":["VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064518233","display_name":"Ta Duc Huy","orcid":"https://orcid.org/0000-0001-6181-0478"},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ta Duc Huy","raw_affiliation_strings":["VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013382142","display_name":"Nguyen Do Trung Chanh","orcid":null},"institutions":[{"id":"https://openalex.org/I1315456113","display_name":"Vinh University","ror":"https://ror.org/0244cgm12","country_code":"VN","type":"education","lineage":["https://openalex.org/I1315456113"]},{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Do Trung Chanh","raw_affiliation_strings":["Vin University, Vietnam","VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vin University, Vietnam","institution_ids":["https://openalex.org/I1315456113","https://openalex.org/I4210142044"]},{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110552669","display_name":"Nguy\u1ec5n Th\u1ecb Ph\u01b0\u01a1ng Anh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Thi Phuong Anh","raw_affiliation_strings":["VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000897670","display_name":"Phan Hoan Vu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Phan Hoan Vu","raw_affiliation_strings":["VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613568","display_name":"Nguy\u1ec5n Ho\u00e0ng Nam","orcid":"https://orcid.org/0000-0002-0223-1801"},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Hoang Nam","raw_affiliation_strings":["VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021540210","display_name":"Tran Quy Tuong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152602","display_name":"Ministry of Health","ror":"https://ror.org/055546q82","country_code":"VN","type":"government","lineage":["https://openalex.org/I4210152602"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tran Quy Tuong","raw_affiliation_strings":["Ministry of Health, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ministry of Health, Vietnam","institution_ids":["https://openalex.org/I4210152602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032459213","display_name":"Vu Minh Dien","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155479","display_name":"Hospital for Tropical Diseases","ror":"https://ror.org/040tqsb23","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210155479"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vu Minh Dien","raw_affiliation_strings":["National Hospital of Tropical Diseases, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Hospital of Tropical Diseases, Vietnam","institution_ids":["https://openalex.org/I4210155479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014352430","display_name":"Bui Van Giang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138746","display_name":"Vietnam National Children's Hospital","ror":"https://ror.org/04qqcs583","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210138746"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Bui Van Giang","raw_affiliation_strings":["National Cancer Hospital, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Cancer Hospital, Vietnam","institution_ids":["https://openalex.org/I4210138746"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bui Huu Trung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Bui Huu Trung","raw_affiliation_strings":["VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113987305","display_name":"Steven Q. H. Truong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142044","display_name":"VinUniversity","ror":"https://ror.org/052dmdr17","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210142044"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Steven Quoc Hung Truong","raw_affiliation_strings":["VinBrain, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VinBrain, Vietnam","institution_ids":["https://openalex.org/I4210142044"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1509","last_page":"1513"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9868999719619751,"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":0.9815000295639038,"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/adversarial-system","display_name":"Adversarial system","score":0.7851471304893494},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7509675025939941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6803584694862366},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6609870195388794},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6399914026260376},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6012104153633118},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5679944157600403},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5649263262748718},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5149372220039368},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.49392110109329224},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4673716425895691},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4288777709007263},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4226158857345581},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3497747778892517},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09722676873207092}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7851471304893494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7509675025939941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6803584694862366},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6609870195388794},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6399914026260376},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6012104153633118},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5679944157600403},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5649263262748718},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5149372220039368},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.49392110109329224},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4673716425895691},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4288777709007263},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4226158857345581},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3497747778892517},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09722676873207092},{"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/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/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi48211.2021.9434159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9434159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8199999928474426,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1921523184","https://openalex.org/W2055483062","https://openalex.org/W2194775991","https://openalex.org/W2300276172","https://openalex.org/W2548275288","https://openalex.org/W2950776302","https://openalex.org/W2962760235","https://openalex.org/W2963446712","https://openalex.org/W2982067315","https://openalex.org/W3008985036","https://openalex.org/W3010659930","https://openalex.org/W3012843799","https://openalex.org/W3013130152","https://openalex.org/W3013564598","https://openalex.org/W3014591259","https://openalex.org/W3016653598","https://openalex.org/W3019515795","https://openalex.org/W3024801014","https://openalex.org/W3026637813","https://openalex.org/W3033616466","https://openalex.org/W3034946754","https://openalex.org/W3035574324","https://openalex.org/W3045460727","https://openalex.org/W3082801331","https://openalex.org/W4294643831","https://openalex.org/W6637242042","https://openalex.org/W6640185926","https://openalex.org/W6697716936","https://openalex.org/W6729482032","https://openalex.org/W6745560452","https://openalex.org/W6775884374","https://openalex.org/W6776475153"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W2888032422","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W3156763702","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W3174044702"],"abstract_inverted_index":{"This":[0],"work":[1],"aims":[2],"to":[3,14,25,48],"fight":[4],"against":[5],"the":[6,22,26,73,90,133,143],"current":[7],"outbreak":[8],"pandemic":[9],"by":[10,21],"developing":[11],"a":[12,50,80,97,119,122,129],"method":[13],"classify":[15],"suspected":[16],"infected":[17],"COVID-19":[18],"cases.":[19],"Driven":[20],"urgency,":[23],"due":[24],"vastly":[27],"increased":[28],"number":[29],"of":[30,100,125],"patients":[31],"and":[32,43,58,116,137],"deaths":[33],"worldwide,":[34],"we":[35,94],"rely":[36],"on":[37,84,142],"situationally":[38],"pragmatic":[39],"chest":[40,101,146],"X-ray":[41,66,102,147],"scans":[42],"state-of-the-art":[44],"deep":[45,81],"learning":[46],"techniques":[47],"build":[49],"robust":[51],"diagnosis":[52],"for":[53],"massive":[54],"screening,":[55],"early":[56],"detection,":[57],"in-time":[59],"isolation":[60],"decision":[61],"making.":[62],"The":[63],"proposed":[64],"solution,":[65],"Projected":[67],"Generative":[68],"Adversarial":[69],"Network":[70],"(XPGAN),":[71],"addresses":[72],"most":[74],"fundamental":[75],"issue":[76],"in":[77],"training":[78],"such":[79],"neural":[82],"network":[83],"limited":[85],"human-annotated":[86],"datasets.":[87],"By":[88],"leveraging":[89],"generative":[91],"adversarial":[92],"network,":[93],"can":[95],"synthesize":[96],"large":[98],"amount":[99],"images":[103],"with":[104,121],"prior":[105],"categories":[106],"from":[107],"more":[108],"accurate":[109],"3D":[110],"Computed":[111],"Tomography":[112],"data,":[113],"including":[114],"COVID-19,":[115],"jointly":[117],"train":[118],"model":[120],"few":[123],"hundreds":[124],"positive":[126],"samples.":[127],"As":[128],"result,":[130],"XPGAN":[131],"outperforms":[132],"vanilla":[134],"DenseNet121":[135],"models":[136],"other":[138],"competing":[139],"baselines":[140],"trained":[141],"same":[144],"frontal":[145],"images.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
