{"id":"https://openalex.org/W7162184300","doi":"https://doi.org/10.1016/j.ins.2026.123669","title":"Federated few-shot learning with explainable prototype representations for tuberculosis detection in chest X-rays","display_name":"Federated few-shot learning with explainable prototype representations for tuberculosis detection in chest X-rays","publication_year":2026,"publication_date":"2026-05-23","ids":{"openalex":"https://openalex.org/W7162184300","doi":"https://doi.org/10.1016/j.ins.2026.123669"},"language":"en","primary_location":{"id":"doi:10.1016/j.ins.2026.123669","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2026.123669","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"},"type":"article","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/A5019842034","display_name":"Safa Ben Atitallah","orcid":"https://orcid.org/0000-0003-0796-3507"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Safa Ben Atitallah","raw_affiliation_strings":["Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, 12435, Kingdom of Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-0796-3507","affiliations":[{"raw_affiliation_string":"Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, 12435, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134466391","display_name":"Maha Driss","orcid":null},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Maha Driss","raw_affiliation_strings":["Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, 12435, Kingdom of Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-8236-8746","affiliations":[{"raw_affiliation_string":"Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, 12435, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042123158","display_name":"Wadii Boulila","orcid":"https://orcid.org/0000-0003-2133-0757"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Wadii Boulila","raw_affiliation_strings":["Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, 12435, Kingdom of Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-2133-0757","affiliations":[{"raw_affiliation_string":"Robotics and Internet of Things Laboratory, Prince Sultan University, Riyadh, 12435, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136858190","display_name":"Anis Koubaa","orcid":null},"institutions":[{"id":"https://openalex.org/I134359838","display_name":"Alfaisal University","ror":"https://ror.org/00cdrtq48","country_code":"SA","type":"education","lineage":["https://openalex.org/I134359838"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Anis Koubaa","raw_affiliation_strings":["Alfaisal University, Department and Organization, Riyadh, 11533, Kingdom of Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-3787-7423","affiliations":[{"raw_affiliation_string":"Alfaisal University, Department and Organization, Riyadh, 11533, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I134359838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019842034"],"corresponding_institution_ids":["https://openalex.org/I142024983"],"apc_list":{"value":3330,"currency":"USD","value_usd":3330},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67369218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"754","issue":null,"first_page":"123669","last_page":"123669"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.8284000158309937,"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":0.8284000158309937,"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":0.014100000262260437,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.011599999852478504,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/tuberculosis","display_name":"Tuberculosis","score":0.4214000105857849},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.35100001096725464},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3330000042915344},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.23420000076293945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7860999703407288},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4950999915599823},{"id":"https://openalex.org/C2781069245","wikidata":"https://www.wikidata.org/wiki/Q12204","display_name":"Tuberculosis","level":2,"score":0.4214000105857849},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39079999923706055},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.35100001096725464},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3330000042915344},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2976999878883362},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.23420000076293945},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22769999504089355},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.21729999780654907}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ins.2026.123669","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2026.123669","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5692885518074036,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W3045801508","https://openalex.org/W3123893801","https://openalex.org/W3139379779","https://openalex.org/W4224305663","https://openalex.org/W4226461837","https://openalex.org/W4286542654","https://openalex.org/W4313889858","https://openalex.org/W4362001812","https://openalex.org/W4366988824","https://openalex.org/W4367163081","https://openalex.org/W4384831205","https://openalex.org/W4385446470","https://openalex.org/W4387876784","https://openalex.org/W4390699852","https://openalex.org/W4399150906","https://openalex.org/W4400645493","https://openalex.org/W4401648299","https://openalex.org/W4403245134","https://openalex.org/W4406214341","https://openalex.org/W4409303724","https://openalex.org/W4409502656"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-27T06:14:07.914337","created_date":"2026-05-24T00:00:00"}
