{"id":"https://openalex.org/W6982290792","doi":null,"title":"A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN","display_name":"A hybrid FL-Enabled ensemble approach for lung disease diagnosis leveraging fusion of SWIN transformer and CNN","publication_year":2022,"publication_date":"2022-09-22","ids":{"openalex":"https://openalex.org/W6982290792"},"language":"en","primary_location":{"id":"pmh:oai:dspace.bracu.ac.bd:10361/21844","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10361/21844","pdf_url":null,"source":{"id":"https://openalex.org/S4306402122","display_name":"BRAC University Institutional Repository (BRAC University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5518804","host_organization_name":"BRAC University","host_organization_lineage":["https://openalex.org/I5518804"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},"volume":null,"type":"dissertation","indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Chowdhury, Asif Hasan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chowdhury, Asif Hasan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608876","display_name":"Md. Fahim Ul Islam","orcid":"https://orcid.org/0000-0002-7732-8237","observed_orcids":["https://orcid.org/0000-0002-7732-8237"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Islam, Md. Fahim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Riad, M Ragib Anjum","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Riad, M Ragib Anjum","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Hashem, Faiyaz Bin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hashem, Faiyaz Bin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9932000041007996,"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":0.9932000041007996,"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/T10862","display_name":"AI in cancer detection","score":0.002300000051036477,"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":0.0010000000474974513,"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/lung-disease-diagnosis","display_name":"lung disease diagnosis","score":0.9909999966621399},{"id":"https://openalex.org/keywords/federated-learning","display_name":"federated learning","score":0.8579999804496765},{"id":"https://openalex.org/keywords/swin-transformer","display_name":"Swin Transformer","score":0.9010000228881836},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.6850000023841858},{"id":"https://openalex.org/keywords/multimodal-fusion","display_name":"multimodal fusion","score":0.621999979019165},{"id":"https://openalex.org/keywords/medical-image-classification","display_name":"medical image classification","score":0.6650000214576721}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6549999713897705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5541999936103821},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.48899999260902405},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4657000005245209},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3635999858379364},{"id":"https://openalex.org/C2777626052","wikidata":"https://www.wikidata.org/wiki/Q516445","display_name":"Bachelor","level":2,"score":0.3463999927043915},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3400000035762787},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32330000400543213},{"id":"https://openalex.org/C2983914783","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Lung disease","level":3,"score":0.2913999855518341},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.27970001101493835}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:dspace.bracu.ac.bd:10361/21844","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10361/21844","pdf_url":null,"source":{"id":"https://openalex.org/S4306402122","display_name":"BRAC University Institutional Repository (BRAC University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5518804","host_organization_name":"BRAC University","host_organization_lineage":["https://openalex.org/I5518804"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"},{"id":"pmh:oai:dspace.bracu.ac.bd:10361/21851","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10361/21851","pdf_url":null,"source":{"id":"https://openalex.org/S4306402122","display_name":"BRAC University Institutional Repository (BRAC University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I5518804","host_organization_name":"BRAC University","host_organization_lineage":["https://openalex.org/I5518804"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.428600013256073,"display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7134185557","https://openalex.org/W7170055882","https://openalex.org/W7201854068","https://openalex.org/W7167575016","https://openalex.org/W7084269341","https://openalex.org/W7071968310","https://openalex.org/W7009447167","https://openalex.org/W7220653834","https://openalex.org/W4410610341","https://openalex.org/W7170074968"],"abstract_inverted_index":{"This":[0],"thesis":[1],"is":[2],"submitted":[3],"in":[4,17],"partial":[5],"fulfillment":[6],"of":[7,13,15],"the":[8,11],"requirements":[9],"for":[10],"degree":[12],"Bachelor":[14],"Science":[16,19],"Computer":[18],"and":[20],"Engineering,":[21],"2022.":[22]},"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2025-10-10T00:00:00"}
