{"id":"https://openalex.org/W4285204122","doi":"https://doi.org/10.1007/978-3-031-08277-1_7","title":"Self-supervised Learning for\u00a0COVID-19 Detection from\u00a0Chest X-ray Images","display_name":"Self-supervised Learning for\u00a0COVID-19 Detection from\u00a0Chest X-ray Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285204122","doi":"https://doi.org/10.1007/978-3-031-08277-1_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-08277-1_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08277-1_7","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5083588179","display_name":"I. F\u00e9ki","orcid":"https://orcid.org/0000-0002-7626-0621"},"institutions":[{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Ines Feki","raw_affiliation_strings":["Digital Research Center of Sfax, B.P. 275, Sakiet Ezzit, 3021, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Digital Research Center of Sfax, B.P. 275, Sakiet Ezzit, 3021, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210119561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068750505","display_name":"Sourour Ammar","orcid":"https://orcid.org/0000-0002-5851-9206"},"institutions":[{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Sourour Ammar","raw_affiliation_strings":["Digital Research Center of Sfax, B.P. 275, Sakiet Ezzit, 3021, Sfax, Tunisia","SM@RTS: Laboratory of Signals, systeMs, aRtificial Intelligence and neTworkS, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Digital Research Center of Sfax, B.P. 275, Sakiet Ezzit, 3021, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210119561"]},{"raw_affiliation_string":"SM@RTS: Laboratory of Signals, systeMs, aRtificial Intelligence and neTworkS, Sfax, Tunisia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086553271","display_name":"Yousri Kessentini","orcid":"https://orcid.org/0000-0002-4017-1846"},"institutions":[{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Yousri Kessentini","raw_affiliation_strings":["Digital Research Center of Sfax, B.P. 275, Sakiet Ezzit, 3021, Sfax, Tunisia","Digital Research Centre of Sfax, Sakiet Ezzit, Tunisia","SM@RTS: Laboratory of Signals, systeMs, aRtificial Intelligence and neTworkS, Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Digital Research Center of Sfax, B.P. 275, Sakiet Ezzit, 3021, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210119561"]},{"raw_affiliation_string":"Digital Research Centre of Sfax, Sakiet Ezzit, Tunisia","institution_ids":["https://openalex.org/I4210119561"]},{"raw_affiliation_string":"SM@RTS: Laboratory of Signals, systeMs, aRtificial Intelligence and neTworkS, Sfax, Tunisia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083588179"],"corresponding_institution_ids":["https://openalex.org/I4210119561"],"apc_list":null,"apc_paid":null,"fwci":0.924,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75889599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"78","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9995999932289124,"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":0.9995999932289124,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9868000149726868,"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/T10862","display_name":"AI in cancer detection","score":0.9585000276565552,"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":0.7530589699745178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7165282368659973},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6138470768928528},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5894662141799927},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.5687832832336426},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5624668598175049},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.547808051109314},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5007517337799072},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5001013278961182},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.4981222152709961},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4941394627094269},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.47122275829315186},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.46240904927253723},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.422341525554657},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37257274985313416},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36593693494796753},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24442324042320251},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07951438426971436}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7530589699745178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7165282368659973},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6138470768928528},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5894662141799927},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.5687832832336426},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5624668598175049},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.547808051109314},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5007517337799072},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5001013278961182},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.4981222152709961},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4941394627094269},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.47122275829315186},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.46240904927253723},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.422341525554657},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37257274985313416},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36593693494796753},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24442324042320251},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07951438426971436},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-08277-1_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08277-1_7","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W343636949","https://openalex.org/W2550462002","https://openalex.org/W2798991696","https://openalex.org/W2904060505","https://openalex.org/W2948467580","https://openalex.org/W2963466845","https://openalex.org/W2964037671","https://openalex.org/W3011707748","https://openalex.org/W3012095418","https://openalex.org/W3023402713","https://openalex.org/W3034930876","https://openalex.org/W3035524453","https://openalex.org/W3083651379","https://openalex.org/W3108591672","https://openalex.org/W3115781494","https://openalex.org/W3120430728","https://openalex.org/W3120512958","https://openalex.org/W3129850062","https://openalex.org/W3184100603","https://openalex.org/W3214722511","https://openalex.org/W6601865935","https://openalex.org/W6726504814"],"related_works":["https://openalex.org/W3148060700","https://openalex.org/W4312414840","https://openalex.org/W34092691","https://openalex.org/W2096363773","https://openalex.org/W2794908468","https://openalex.org/W2531570999","https://openalex.org/W4206276646","https://openalex.org/W2943467239","https://openalex.org/W1571801203","https://openalex.org/W2553312496"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}