{"id":"https://openalex.org/W3162475669","doi":"https://doi.org/10.1109/tmi.2021.3079709","title":"Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis","display_name":"Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3162475669","doi":"https://doi.org/10.1109/tmi.2021.3079709","mag":"3162475669","pmid":"https://pubmed.ncbi.nlm.nih.gov/33983881"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2021.3079709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3079709","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8544955","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100363454","display_name":"Xiaofei Wang","orcid":"https://orcid.org/0000-0001-9000-9022"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9000-9022","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101886090","display_name":"Lai Jiang","orcid":"https://orcid.org/0000-0002-4639-8136"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lai Jiang","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434345","display_name":"Liu Li","orcid":"https://orcid.org/0000-0003-2376-8162"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Liu Li","raw_affiliation_strings":["Department of Computing, Imperial College London, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079385534","display_name":"Mai Xu","orcid":"https://orcid.org/0000-0002-0277-3301"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mai Xu","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0277-3301","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040495514","display_name":"Xin Deng","orcid":"https://orcid.org/0000-0002-4708-6572"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Deng","raw_affiliation_strings":["School of Cyber Science and Technology, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4708-6572","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061689938","display_name":"Lisong Dai","orcid":"https://orcid.org/0000-0003-3608-9732"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisong Dai","raw_affiliation_strings":["Liyuan Hospital, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-3608-9732","affiliations":[{"raw_affiliation_string":"Liyuan Hospital, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I4210157617"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101971569","display_name":"Xiangyang Xu","orcid":"https://orcid.org/0000-0002-3959-0277"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyang Xu","raw_affiliation_strings":["Liyuan Hospital, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liyuan Hospital, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I4210157617"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460598","display_name":"Tianyi Li","orcid":"https://orcid.org/0000-0001-7038-7798"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyi Li","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7038-7798","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103233890","display_name":"Yichen Guo","orcid":"https://orcid.org/0000-0003-3164-9139"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichen Guo","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103046319","display_name":"Zulin Wang","orcid":"https://orcid.org/0000-0002-1328-7739"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zulin Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053203917","display_name":"Pier Luigi Dragotti","orcid":"https://orcid.org/0000-0002-6073-2807"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pier Luigi Dragotti","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Imperial College London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0002-6073-2807","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.1424,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.98530708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"40","issue":"9","first_page":"2463","last_page":"2476"},"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":0.9943000078201294,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/subnet","display_name":"Subnet","score":0.7735656499862671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6797866225242615},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6594323515892029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6406602263450623},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.5327261686325073},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.4784962236881256},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4743677079677582},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46360787749290466},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45217564702033997},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4391973912715912},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3684101700782776},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2414102852344513},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1425546109676361},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.12811464071273804},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07456526160240173}],"concepts":[{"id":"https://openalex.org/C21099817","wikidata":"https://www.wikidata.org/wiki/Q7631721","display_name":"Subnet","level":2,"score":0.7735656499862671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6797866225242615},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6594323515892029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6406602263450623},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.5327261686325073},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.4784962236881256},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4743677079677582},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46360787749290466},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45217564702033997},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4391973912715912},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3684101700782776},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2414102852344513},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1425546109676361},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.12811464071273804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07456526160240173},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2021.3079709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3079709","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:33983881","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33983881","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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8544955","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8544955","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"IEEE Trans Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8544955","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8544955","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"IEEE Trans Med Imaging","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G3168399153","display_name":null,"funder_award_id":"61876013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G336532420","display_name":null,"funder_award_id":"61922009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3643615419","display_name":null,"funder_award_id":"JQ20020","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G5378896767","display_name":null,"funder_award_id":"2020kfyXGYJ097","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7013832313","display_name":null,"funder_award_id":"62050175","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W1489877916","https://openalex.org/W1522301498","https://openalex.org/W1641498739","https://openalex.org/W2078451840","https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2293078015","https://openalex.org/W2295107390","https://openalex.org/W2582821003","https://openalex.org/W2624871570","https://openalex.org/W2762081760","https://openalex.org/W2789360655","https://openalex.org/W2791680898","https://openalex.org/W2884561390","https://openalex.org/W2886281300","https://openalex.org/W2889242407","https://openalex.org/W2919115771","https://openalex.org/W2963142663","https://openalex.org/W2963351448","https://openalex.org/W2963820951","https://openalex.org/W2964121744","https://openalex.org/W2970971581","https://openalex.org/W2979873709","https://openalex.org/W2996290406","https://openalex.org/W3005879071","https://openalex.org/W3006882119","https://openalex.org/W3007497549","https://openalex.org/W3008294222","https://openalex.org/W3008874180","https://openalex.org/W3008985036","https://openalex.org/W3011149445","https://openalex.org/W3011242477","https://openalex.org/W3012602559","https://openalex.org/W3012804303","https://openalex.org/W3012892199","https://openalex.org/W3013277995","https://openalex.org/W3013881554","https://openalex.org/W3014337038","https://openalex.org/W3015622421","https://openalex.org/W3017981638","https://openalex.org/W3018936110","https://openalex.org/W3020653337","https://openalex.org/W3023180050","https://openalex.org/W3024957758","https://openalex.org/W3025394897","https://openalex.org/W3025948831","https://openalex.org/W3026059552","https://openalex.org/W3026637813","https://openalex.org/W3027914507","https://openalex.org/W3027915297","https://openalex.org/W3028070348","https://openalex.org/W3033272814","https://openalex.org/W3033814865","https://openalex.org/W3035740374","https://openalex.org/W3036790661","https://openalex.org/W3054666633","https://openalex.org/W3092624683","https://openalex.org/W3098414035","https://openalex.org/W3102469298","https://openalex.org/W3103199493","https://openalex.org/W3105081694","https://openalex.org/W3108591672","https://openalex.org/W3115781494","https://openalex.org/W3118483863","https://openalex.org/W3126143134","https://openalex.org/W3133191822","https://openalex.org/W3139487216","https://openalex.org/W3143755808","https://openalex.org/W3176747664","https://openalex.org/W4250482878","https://openalex.org/W4295312788","https://openalex.org/W4394654459","https://openalex.org/W6631190155","https://openalex.org/W6739365718","https://openalex.org/W6766978945","https://openalex.org/W6773415041","https://openalex.org/W6773675225","https://openalex.org/W6775116754","https://openalex.org/W6775837756","https://openalex.org/W6776605098","https://openalex.org/W6777714645","https://openalex.org/W6778314337","https://openalex.org/W6784761720","https://openalex.org/W6788071111","https://openalex.org/W6789946552","https://openalex.org/W6797477891","https://openalex.org/W6966869944","https://openalex.org/W7042912420"],"related_works":["https://openalex.org/W2102539527","https://openalex.org/W2131631951","https://openalex.org/W2356206668","https://openalex.org/W2130707537","https://openalex.org/W3200778902","https://openalex.org/W1977409556","https://openalex.org/W2361602549","https://openalex.org/W4362683600","https://openalex.org/W2105155969","https://openalex.org/W2390667963"],"abstract_inverted_index":{"Given":[0],"the":[1,7,31,36,44,73,141,148,152,181,190],"outbreak":[2],"of":[3,9,61,192],"COVID-19":[4,21,103,164],"pandemic":[5],"and":[6,40,65,95,104,133,155,196,202],"shortage":[8],"medical":[10],"resource,":[11],"extensive":[12,176],"deep":[13,58],"learning":[14,59,147,183],"models":[15,33,162],"have":[16],"been":[17],"proposed":[18,145],"for":[19,67,123,130,137,146,163],"automatic":[20],"diagnosis,":[22,165],"based":[23],"on":[24],"3D":[25,37,62,88,127,153,172,193],"computed":[26],"tomography":[27],"(CT)":[28],"scans.":[29],"However,":[30],"existing":[32,161],"independently":[34],"process":[35],"lesion":[38,63,93,100,128,131,154,173,194],"segmentation":[39,64,195],"disease":[41,138,197],"classification,":[42],"ignoring":[43],"inherent":[45],"correlation":[46],"between":[47,102],"these":[48],"two":[49],"tasks.":[50],"In":[51],"this":[52,77],"paper,":[53],"we":[54,80],"propose":[55],"a":[56,82,119,126,134],"joint":[57,182],"model":[60,167,187],"classification":[66,135,156,198],"diagnosing":[68],"COVID-19,":[69],"called":[70],"DeepSC-COVID,":[71],"as":[72],"first":[74],"attempt":[75],"in":[76,185,199],"direction.":[78],"Specifically,":[79],"establish":[81],"large-scale":[83],"CT":[84,89],"database":[85],"containing":[86],"1,805":[87],"scans":[90],"with":[91,116,170],"fine-grained":[92,171],"annotations,":[94],"reveal":[96],"4":[97],"findings":[98],"about":[99],"difference":[101],"community":[105],"acquired":[106],"pneumonia":[107],"(CAP).":[108],"Inspired":[109],"by":[110],"our":[111,166,186],"findings,":[112],"DeepSC-COVID":[113],"is":[114,144,168],"designed":[115],"3":[117],"subnets:":[118],"cross-task":[120],"feature":[121,124],"subnet":[122,129,136],"extraction,":[125],"segmentation,":[132],"diagnosis.":[139],"Besides,":[140],"task-aware":[142],"loss":[143],"task":[149],"interaction":[150],"across":[151],"subnets.":[157],"Different":[158],"from":[159],"all":[160],"interpretable":[169],"distribution.":[174],"Finally,":[175],"experimental":[177],"results":[178],"show":[179],"that":[180],"framework":[184],"significantly":[188],"improves":[189],"performance":[191],"both":[200],"efficiency":[201],"efficacy.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-05-24T00:00:00"}