{"id":"https://openalex.org/W4391948475","doi":"https://doi.org/10.1109/jiot.2024.3367249","title":"Federated Learning Meets Blockchain in Decentralized Data Sharing: Healthcare Use Case","display_name":"Federated Learning Meets Blockchain in Decentralized Data Sharing: Healthcare Use Case","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4391948475","doi":"https://doi.org/10.1109/jiot.2024.3367249"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3367249","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3367249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6488907/6702522/10439977.pdf","source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6488907/6702522/10439977.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012786887","display_name":"Saeed Hamood Alsamhi","orcid":"https://orcid.org/0000-0003-2857-6979"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Saeed Hamood Alsamhi","raw_affiliation_strings":["Insight Centre for Data Analytics, University of Galway, Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0003-2857-6979","affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, University of Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026142204","display_name":"Raushan Myrzashova","orcid":"https://orcid.org/0000-0001-9115-2891"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Raushan Myrzashova","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0001-9115-2891","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089032960","display_name":"Ammar Hawbani","orcid":"https://orcid.org/0000-0002-1069-3993"},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I139858224","display_name":"M.J.P. Rohilkhand University","ror":"https://ror.org/02e3nay30","country_code":"IN","type":"education","lineage":["https://openalex.org/I139858224"]},{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]},{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]},{"id":"https://openalex.org/I78137547","display_name":"Ibb University","ror":"https://ror.org/00fhcxc56","country_code":"YE","type":"education","lineage":["https://openalex.org/I78137547"]}],"countries":["AE","CN","IE","IN","YE"],"is_corresponding":false,"raw_author_name":"Ammar Hawbani","raw_affiliation_strings":["School of Computer Science, Shenyang Aerospace University, Shenyang, China","Department of Chemistry, University of Science and Technology of China, Hefei, Anhui, China","Computer Science and Engineering at IIIT-Naya Raipur, Chhattisgarh","University of Galway, Ireland","is with the IBB University, Ibb, Yemen","Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE","Department of Electronics and Communication En-gineering, FET , MJP Rohilkhand University, Bareilly , Uttar Pradesh , India","School of Com-puter Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-1069-3993","affiliations":[{"raw_affiliation_string":"School of Computer Science, Shenyang Aerospace University, Shenyang, China","institution_ids":["https://openalex.org/I125904092"]},{"raw_affiliation_string":"Department of Chemistry, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"Computer Science and Engineering at IIIT-Naya Raipur, Chhattisgarh","institution_ids":[]},{"raw_affiliation_string":"University of Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"is with the IBB University, Ibb, Yemen","institution_ids":["https://openalex.org/I78137547"]},{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Department of Electronics and Communication En-gineering, FET , MJP Rohilkhand University, Bareilly , Uttar Pradesh , India","institution_ids":["https://openalex.org/I139858224"]},{"raw_affiliation_string":"School of Com-puter Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091411662","display_name":"Santosh Kumar","orcid":"https://orcid.org/0000-0003-2264-9014"},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santosh Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, International Institute of Information Technology-Naya Raipur, Atal Nagar-Nava Raipur, India"],"raw_orcid":"https://orcid.org/0000-0003-2264-9014","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, International Institute of Information Technology-Naya Raipur, Atal Nagar-Nava Raipur, India","institution_ids":["https://openalex.org/I188963388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101762168","display_name":"Sumit Srivastava","orcid":"https://orcid.org/0009-0003-6880-2958"},"institutions":[{"id":"https://openalex.org/I139858224","display_name":"M.J.P. Rohilkhand University","ror":"https://ror.org/02e3nay30","country_code":"IN","type":"education","lineage":["https://openalex.org/I139858224"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumit Srivastava","raw_affiliation_strings":["Department of Electronics and Communication Engineering, FET, MJP Rohilkhand University, Bareilly, India","Department of Electronics and Communication Engineering, FET, MJP Rohilkhand University, Bareilly, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, FET, MJP Rohilkhand University, Bareilly, India","institution_ids":["https://openalex.org/I139858224"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, FET, MJP Rohilkhand University, Bareilly, Uttar Pradesh, India","institution_ids":["https://openalex.org/I139858224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061568038","display_name":"Liang Zhao","orcid":"https://orcid.org/0000-0001-5829-6850"},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhao","raw_affiliation_strings":["School of Computer Science, Shenyang Aerospace University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-5829-6850","affiliations":[{"raw_affiliation_string":"School of Computer Science, Shenyang Aerospace University, Shenyang, China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102023022","display_name":"Xi Wei","orcid":"https://orcid.org/0000-0003-4999-028X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Wei","raw_affiliation_strings":["Department of Chemistry, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0003-4999-028X","affiliations":[{"raw_affiliation_string":"Department of Chemistry, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113982190","display_name":"Mohsen Guizan","orcid":null},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I139858224","display_name":"M.J.P. Rohilkhand University","ror":"https://ror.org/02e3nay30","country_code":"IN","type":"education","lineage":["https://openalex.org/I139858224"]},{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]},{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]},{"id":"https://openalex.org/I78137547","display_name":"Ibb University","ror":"https://ror.org/00fhcxc56","country_code":"YE","type":"education","lineage":["https://openalex.org/I78137547"]}],"countries":["AE","CN","IE","IN","YE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizan","raw_affiliation_strings":["Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","Computer Science and Engineering at IIIT-Naya Raipur, Chhattisgarh","Department of Chemistry, University of Science and Technology of China, Hefei, Anhui, China","the School of Computer Science, Shenyang Aerospace University, China","University of Galway, Ireland","is with the IBB University, Ibb, Yemen","Department of Electronics and Communication En-gineering, FET , MJP Rohilkhand University, Bareilly , Uttar Pradesh , India","School of Com-puter Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-8972-8094","affiliations":[{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Computer Science and Engineering at IIIT-Naya Raipur, Chhattisgarh","institution_ids":[]},{"raw_affiliation_string":"Department of Chemistry, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"the School of Computer Science, Shenyang Aerospace University, China","institution_ids":["https://openalex.org/I125904092"]},{"raw_affiliation_string":"University of Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"is with the IBB University, Ibb, Yemen","institution_ids":["https://openalex.org/I78137547"]},{"raw_affiliation_string":"Department of Electronics and Communication En-gineering, FET , MJP Rohilkhand University, Bareilly , Uttar Pradesh , India","institution_ids":["https://openalex.org/I139858224"]},{"raw_affiliation_string":"School of Com-puter Science and Technology, University of Science and Technology of China, Hefei, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027850521","display_name":"Edward Curry","orcid":"https://orcid.org/0000-0001-8236-6433"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Edward Curry","raw_affiliation_strings":["Insight Centre for Data Analytics, University of Galway, Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-8236-6433","affiliations":[{"raw_affiliation_string":"Insight Centre for Data Analytics, University of Galway, Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5012786887"],"corresponding_institution_ids":["https://openalex.org/I188760350"],"apc_list":null,"apc_paid":null,"fwci":31.2863,"has_fulltext":true,"cited_by_count":99,"citation_normalized_percentile":{"value":0.9979655,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"11","issue":"11","first_page":"19602","last_page":"19615"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10237","display_name":"Cryptography and Data Security","score":0.9919999837875366,"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/blockchain","display_name":"Blockchain","score":0.9331977963447571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7655616998672485},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5825768709182739},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.5374442338943481},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4270308017730713},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.4157883822917938},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38555651903152466},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38280028104782104},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3412552773952484},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3232690989971161},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.22646740078926086}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9331977963447571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7655616998672485},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5825768709182739},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.5374442338943481},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4270308017730713},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.4157883822917938},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38555651903152466},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38280028104782104},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3412552773952484},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3232690989971161},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.22646740078926086},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3367249","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3367249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6488907/6702522/10439977.pdf","source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/jiot.2024.3367249","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3367249","pdf_url":"https://ieeexplore.ieee.org/ielx7/6488907/6702522/10439977.pdf","source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet of Things Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1383882326","display_name":null,"funder_award_id":"SFI/12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2545334760","display_name":null,"funder_award_id":"12/RC/2289 P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2632164605","display_name":null,"funder_award_id":"SFI/12/RC/2289_P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G2881606312","display_name":null,"funder_award_id":"SFI/12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G5098725405","display_name":null,"funder_award_id":"12/RC/","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G6287499451","display_name":null,"funder_award_id":"BJ2060000039","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G7362007176","display_name":null,"funder_award_id":"12/RC/2289","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"},{"id":"https://openalex.org/G8222451695","display_name":null,"funder_award_id":"SFI/12/RC/2289 P2","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391948475.pdf","grobid_xml":"https://content.openalex.org/works/W4391948475.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1885409381","https://openalex.org/W2290426788","https://openalex.org/W2480180468","https://openalex.org/W2535838896","https://openalex.org/W2789018040","https://openalex.org/W2789962766","https://openalex.org/W2798720628","https://openalex.org/W2912213068","https://openalex.org/W2966662769","https://openalex.org/W2966836258","https://openalex.org/W2974429275","https://openalex.org/W2981296547","https://openalex.org/W2981733341","https://openalex.org/W3012501605","https://openalex.org/W3019267898","https://openalex.org/W3021654819","https://openalex.org/W3040489328","https://openalex.org/W3042279443","https://openalex.org/W3044515030","https://openalex.org/W3058957885","https://openalex.org/W3086590218","https://openalex.org/W3092265592","https://openalex.org/W3096268002","https://openalex.org/W3097642721","https://openalex.org/W3105122387","https://openalex.org/W3105324058","https://openalex.org/W3113361091","https://openalex.org/W3133065136","https://openalex.org/W3136753322","https://openalex.org/W3138430007","https://openalex.org/W3140753276","https://openalex.org/W3151427276","https://openalex.org/W3173866016","https://openalex.org/W3186947557","https://openalex.org/W4206145535","https://openalex.org/W4206556095","https://openalex.org/W4211068006","https://openalex.org/W4220995194","https://openalex.org/W4226252284","https://openalex.org/W4229065660","https://openalex.org/W4285818136","https://openalex.org/W4288447319","https://openalex.org/W4297687186","https://openalex.org/W4317904523","https://openalex.org/W4318906489","https://openalex.org/W4320801986","https://openalex.org/W4322757212","https://openalex.org/W4323065874","https://openalex.org/W4361983129","https://openalex.org/W4380318850","https://openalex.org/W4382365395","https://openalex.org/W4383503718","https://openalex.org/W4384026694","https://openalex.org/W4384284141","https://openalex.org/W4387717669","https://openalex.org/W4389777471","https://openalex.org/W6728757088","https://openalex.org/W6754516228","https://openalex.org/W6759226220","https://openalex.org/W6759238902","https://openalex.org/W6810267898","https://openalex.org/W6850302999"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3216065934","https://openalex.org/W2153883657","https://openalex.org/W3172436983","https://openalex.org/W1977025641"],"abstract_inverted_index":{"In":[0],"the":[1,6,27,30,94,112,149],"era":[2],"of":[3,8,29,36,97,115,152,166],"data-driven":[4],"healthcare,":[5],"amalgamation":[7],"blockchain":[9,39,169],"and":[10,21,33,38,51,78,88,99,131,143,158,168,178],"Federated":[11],"Learning":[12],"(FL)":[13],"introduces":[14],"a":[15,46,54,76,171],"paradigm":[16],"shift":[17],"towards":[18],"secure,":[19],"collaborative,":[20],"patient-centric":[22],"data-sharing.":[23,107],"This":[24],"paper":[25,92,109],"pioneers":[26],"exploration":[28],"conceptual":[31],"framework":[32],"technical":[34,95],"synergy":[35,165],"FL":[37,98,167],"for":[40],"decentralized":[41,55],"data-sharing,":[42],"aiming":[43],"to":[44,134,139],"strike":[45],"balance":[47],"between":[48],"data":[49,89,162],"utility":[50],"privacy.":[52],"FL,":[53],"machine":[56],"learning":[57],"paradigm,":[58],"enables":[59],"collaborative":[60],"AI":[61],"model":[62],"training":[63],"across":[64],"multiple":[65],"healthcare":[66,106,129,172],"institutions":[67],"without":[68],"sharing":[69],"raw":[70],"patient":[71,119,125,159],"data.":[72],"Combined":[73],"with":[74],"blockchain,":[75,100],"transparent":[77],"immutable":[79],"ledger,":[80],"it":[81],"establishes":[82],"an":[83],"ecosystem":[84,173],"fostering":[85],"trust,":[86],"security,":[87],"integrity.":[90],"The":[91,108,121,146,164],"elucidates":[93],"foundations":[96],"unravelling":[101],"their":[102],"roles":[103],"in":[104,181],"reshaping":[105],"vividly":[110],"illustrates":[111],"potential":[113,150],"impact":[114],"this":[116],"fusion":[117],"on":[118],"care.":[120],"proposed":[122],"approach":[123],"preserves":[124],"privacy":[126,177],"while":[127],"granting":[128],"providers":[130],"researchers":[132],"access":[133],"diversified":[135],"datasets,":[136],"ultimately":[137],"leading":[138],"more":[140],"accurate":[141],"models":[142],"improved":[144,155],"diagnoses.":[145],"findings":[147],"underscore":[148],"acceleration":[151],"medical":[153,182],"research,":[154],"treatment":[156],"outcomes,":[157],"empowerment":[160],"through":[161],"ownership.":[163],"envisions":[170],"that":[174],"prioritizes":[175],"individual":[176],"propels":[179],"advancements":[180],"science.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":20},{"year":2025,"cited_by_count":58},{"year":2024,"cited_by_count":21}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
