{"id":"https://openalex.org/W7213984875","doi":"https://doi.org/10.1007/978-981-92-0971-2_35","title":"Privacy Preserving Collaborative AI for Osteosarcoma Classification Using Federated Learning","display_name":"Privacy Preserving Collaborative AI for Osteosarcoma Classification Using Federated Learning","publication_year":2026,"publication_date":"2026-09-02","ids":{"openalex":"https://openalex.org/W7213984875","doi":"https://doi.org/10.1007/978-981-92-0971-2_35"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-92-0971-2_35","doi":"https://doi.org/10.1007/978-981-92-0971-2_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-0971-2_35","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7213975081","display_name":"Proceedings of the Second International Conference on Advanced Robotics, Control, and Artificial Intelligence"},"type":"conference-paper","is_traditional":true,"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/A5103859044","display_name":"Muhammad Atif Iqbal","orcid":"https://orcid.org/0000-0001-5491-4981","observed_orcids":["https://orcid.org/0000-0001-5491-4981"]},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Muhammad Atif Iqbal","raw_affiliation_strings":["School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138751208","display_name":"Vera Chung","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vera Chung","raw_affiliation_strings":["School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005831779","display_name":"Ali Anaissi","orcid":"https://orcid.org/0000-0002-8864-0314","observed_orcids":["https://orcid.org/0000-0002-8864-0314"]},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ali Anaissi","raw_affiliation_strings":["School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051779717","display_name":"Hureeza Shahzadi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hureeza Shahzadi","raw_affiliation_strings":["Department of Computational Science and Engineering, National University of Sciences and Technology, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Science and Engineering, National University of Sciences and Technology, Islamabad, Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120656671","display_name":"Ali Alyatimi","orcid":"https://orcid.org/0000-0002-3167-8418","observed_orcids":["https://orcid.org/0000-0002-3167-8418"]},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ali Alyatimi","raw_affiliation_strings":["Computer Tech, Jazan College of Technology, Technical Vocational Training Corporation (TVTC), Riyadh, Saudi Arabia","School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Tech, Jazan College of Technology, Technical Vocational Training Corporation (TVTC), Riyadh, Saudi Arabia","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058239840","display_name":"Hongyu Chen","orcid":"https://orcid.org/0000-0001-6259-0833","observed_orcids":["https://orcid.org/0000-0001-6259-0833"]},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Haodong Chen","raw_affiliation_strings":["School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Faculty of Engineering, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103859044"],"corresponding_institution_ids":["https://openalex.org/I129604602"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"411","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9970999956130981,"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":0.0015999999595806003,"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":0.00019999999494757503,"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/osteosarcoma","display_name":"osteosarcoma","score":0.9729999899864197},{"id":"https://openalex.org/keywords/federated-learning","display_name":"federated learning","score":0.8360000252723694},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"privacy preservation","score":0.6919999718666077},{"id":"https://openalex.org/keywords/histopathology-image-classification","display_name":"histopathological image classification","score":0.9829999804496765},{"id":"https://openalex.org/keywords/non-iid-data","display_name":"non-IID data","score":0.7699999809265137},{"id":"https://openalex.org/keywords/mobilenetv2","display_name":"MobileNetV2","score":0.8640000224113464},{"id":"https://openalex.org/keywords/fedavg","display_name":"FedAvg","score":0.9670000076293945},{"id":"https://openalex.org/keywords/fedprox","display_name":"FedProx","score":0.9990000128746033},{"id":"https://openalex.org/keywords/collaborative-deep-learning","display_name":"collaborative deep learning","score":0.49300000071525574},{"id":"https://openalex.org/keywords/bone-tumor-diagnosis","display_name":"bone tumor diagnosis","score":0.6660000085830688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6980000138282776},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3889999985694885},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.38089999556541443},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3698999881744385},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3416000008583069},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33730000257492065},{"id":"https://openalex.org/C2777760704","wikidata":"https://www.wikidata.org/wiki/Q549534","display_name":"Osteosarcoma","level":2,"score":0.33230000734329224},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.3102000057697296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.299699991941452},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25999999046325684},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C161156560","wikidata":"https://www.wikidata.org/wiki/Q1638872","display_name":"Document retrieval","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-92-0971-2_35","doi":"https://doi.org/10.1007/978-981-92-0971-2_35","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-0971-2_35","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2105739910","https://openalex.org/W2194775991","https://openalex.org/W2619902663","https://openalex.org/W2963163009","https://openalex.org/W3124293845","https://openalex.org/W3180014654","https://openalex.org/W3200840849","https://openalex.org/W4281804281","https://openalex.org/W4286544672","https://openalex.org/W4310852955","https://openalex.org/W4312699248","https://openalex.org/W4361852639","https://openalex.org/W4381165878","https://openalex.org/W4386371156","https://openalex.org/W4387211019","https://openalex.org/W4387458412","https://openalex.org/W4388898219","https://openalex.org/W4388944685","https://openalex.org/W4389430841","https://openalex.org/W4391598337","https://openalex.org/W4400617097","https://openalex.org/W4402134510","https://openalex.org/W4402394472","https://openalex.org/W4402666098","https://openalex.org/W4405705857","https://openalex.org/W4407855931","https://openalex.org/W4408683699","https://openalex.org/W4409356378","https://openalex.org/W4410296127","https://openalex.org/W4411249241","https://openalex.org/W4411991822","https://openalex.org/W4412521368"],"related_works":["https://openalex.org/W7172105391","https://openalex.org/W7151325912","https://openalex.org/W7135052992","https://openalex.org/W7160841193","https://openalex.org/W7133300015","https://openalex.org/W4416850801","https://openalex.org/W4403447374","https://openalex.org/W7116974670","https://openalex.org/W7102809194","https://openalex.org/W7151356428"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-09-22T00:00:00"}
