{"id":"https://openalex.org/W3138220426","doi":"https://doi.org/10.1109/tcbb.2021.3066331","title":"SODA: Detecting COVID-19 in Chest X-Rays With Semi-Supervised Open Set Domain Adaptation","display_name":"SODA: Detecting COVID-19 in Chest X-Rays With Semi-Supervised Open Set Domain Adaptation","publication_year":2021,"publication_date":"2021-03-17","ids":{"openalex":"https://openalex.org/W3138220426","doi":"https://doi.org/10.1109/tcbb.2021.3066331","mag":"3138220426","pmid":"https://pubmed.ncbi.nlm.nih.gov/33729944"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2021.3066331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2021.3066331","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"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/ACM Transactions on Computational Biology and Bioinformatics","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/9647721","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079627317","display_name":"Jieli Zhou","orcid":"https://orcid.org/0000-0003-3555-5308"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jieli Zhou","raw_affiliation_strings":["Univeristy of Michigan - Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Univeristy of Michigan - Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077678202","display_name":"Baoyu Jing","orcid":"https://orcid.org/0000-0003-1564-6499"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baoyu Jing","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Illinois, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Illinois, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103219171","display_name":"Zeya Wang","orcid":"https://orcid.org/0000-0002-9841-699X"},"institutions":[{"id":"https://openalex.org/I74775410","display_name":"Rice University","ror":"https://ror.org/008zs3103","country_code":"US","type":"education","lineage":["https://openalex.org/I74775410"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zeya Wang","raw_affiliation_strings":["Petuum Inc, Pittsburgh, PA, USA","Rice University, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Petuum Inc, Pittsburgh, PA, USA","institution_ids":[]},{"raw_affiliation_string":"Rice University, Houston, TX, USA","institution_ids":["https://openalex.org/I74775410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087925176","display_name":"Hongyi Xin","orcid":"https://orcid.org/0000-0003-2864-7386"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyi Xin","raw_affiliation_strings":["Univeristy of Michigan - Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Univeristy of Michigan - Shanghai Jiao Tong University Joint Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068043486","display_name":"Hanghang Tong","orcid":"https://orcid.org/0000-0003-4405-3887"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanghang Tong","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Illinois, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Illinois, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079627317"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":5.8261,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.96752947,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"19","issue":"5","first_page":"2605","last_page":"2612"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9652000069618225,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9577999711036682,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6755704283714294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5906721949577332},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5865364670753479},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5692856907844543},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5646485090255737},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4998595714569092},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47042179107666016},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4676380157470703},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4605606496334076},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38535186648368835},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33091360330581665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19309043884277344},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14484864473342896},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12398067116737366},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08516693115234375}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6755704283714294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5906721949577332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5865364670753479},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5692856907844543},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5646485090255737},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4998595714569092},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47042179107666016},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4676380157470703},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4605606496334076},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38535186648368835},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33091360330581665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19309043884277344},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14484864473342896},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12398067116737366},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08516693115234375},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011857","descriptor_name":"Radiographic Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcbb.2021.3066331","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2021.3066331","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"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/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:33729944","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33729944","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/ACM transactions on computational biology and bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9647721","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9647721","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":"IEEE/ACM Trans Comput Biol Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9647721","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9647721","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":"IEEE/ACM Trans Comput Biol Bioinform","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1565327149","https://openalex.org/W2119821739","https://openalex.org/W2131953535","https://openalex.org/W2194775991","https://openalex.org/W2593768305","https://openalex.org/W2608231518","https://openalex.org/W2611650229","https://openalex.org/W2766736793","https://openalex.org/W2770165365","https://openalex.org/W2779610669","https://openalex.org/W2788768841","https://openalex.org/W2803411968","https://openalex.org/W2885722640","https://openalex.org/W2948069880","https://openalex.org/W2949167374","https://openalex.org/W2951350066","https://openalex.org/W2962858109","https://openalex.org/W2963446712","https://openalex.org/W2963466845","https://openalex.org/W2963967185","https://openalex.org/W2998115938","https://openalex.org/W3007497549","https://openalex.org/W3008985036","https://openalex.org/W3011149445","https://openalex.org/W3012792073","https://openalex.org/W3013564598","https://openalex.org/W3013601031","https://openalex.org/W3015655929","https://openalex.org/W3020653337","https://openalex.org/W3045460727","https://openalex.org/W3091640009","https://openalex.org/W3098325931","https://openalex.org/W3098545518","https://openalex.org/W3101156210","https://openalex.org/W3104027471","https://openalex.org/W3105081694","https://openalex.org/W4232356144","https://openalex.org/W6631190155","https://openalex.org/W6633949838","https://openalex.org/W6639480849","https://openalex.org/W6751711410","https://openalex.org/W6762889277","https://openalex.org/W6775884374"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W3203792196","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"Due":[0],"to":[1,13,76,84,112,153],"the":[2,15,55,58,80,88,99,104,120,155,162,169,211],"shortage":[3],"of":[4,34,103,122,172],"COVID-19":[5,27,61,105,123,193],"viral":[6],"testing":[7],"kits,":[8],"radiology":[9],"imaging":[10],"is":[11,151],"used":[12],"complement":[14],"screening":[16],"process.":[17],"Deep":[18],"learning":[19],"based":[20],"methods":[21],"are":[22],"promising":[23],"in":[24,29,93,128,161,168,191,210],"automatically":[25],"detecting":[26],"disease":[28],"chest":[30,48,62,94,106,124,212],"x-ray":[31,49,63,95,107,125],"images.":[32],"Most":[33],"these":[35,114],"works":[36],"first":[37,87],"train":[38],"a":[39,67,129,138,182],"Convolutional":[40],"Neural":[41],"Network":[42],"(CNN)":[43],"on":[44,57],"an":[45,110],"existing":[46],"large-scale":[47],"image":[50,126],"dataset":[51],"and":[52,97,136,166,174],"then":[53],"fine-tune":[54],"model":[56,82],"newly":[59],"collected":[60],"dataset,":[64],"often":[65],"at":[66],"much":[68],"smaller":[69],"scale.":[70],"However,":[71],"simple":[72],"fine-tuning":[73],"may":[74],"lead":[75],"poor":[77],"performance":[78,185],"for":[79],"CNN":[81],"due":[83],"two":[85,115],"issues,":[86,117],"large":[89],"domain":[90,133,140,164],"shift":[91],"present":[92,199],"datasets":[96],"second":[98],"relatively":[100],"small":[101],"scale":[102],"dataset.":[108],"In":[109,177],"attempt":[111],"address":[113],"important":[116],"we":[118],"formulate":[119],"problem":[121],"classification":[127,184],"semi-supervised":[130],"open":[131],"set":[132,145],"adaptation":[134,141],"setting":[135],"propose":[137],"novel":[139],"method,":[142],"Semi-supervised":[143],"Open":[144],"Domain":[146],"Adversarial":[147],"network":[148],"(SODA).":[149],"SODA":[150,180,204],"designed":[152],"align":[154],"data":[156],"distributions":[157],"across":[158],"different":[159],"domains":[160],"general":[163],"space":[165],"also":[167,198],"common":[170,195],"subspace":[171],"source":[173],"target":[175],"data.":[176],"our":[178],"experiments,":[179],"achieves":[181],"leading":[183],"compared":[186],"with":[187,194],"recent":[188],"state-of-the-art":[189],"models":[190],"separating":[192],"pneumonia.":[196],"We":[197],"initial":[200],"results":[201],"showing":[202],"that":[203],"can":[205],"produce":[206],"better":[207],"pathology":[208],"localizations":[209],"x-rays.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}