{"id":"https://openalex.org/W3206948995","doi":"https://doi.org/10.1109/ichi52183.2021.00071","title":"Federated learning for AI to improve patient care using wearable and IoMT sensors","display_name":"Federated learning for AI to improve patient care using wearable and IoMT sensors","publication_year":2021,"publication_date":"2021-08-01","ids":{"openalex":"https://openalex.org/W3206948995","doi":"https://doi.org/10.1109/ichi52183.2021.00071","mag":"3206948995"},"language":"en","primary_location":{"id":"doi:10.1109/ichi52183.2021.00071","doi":"https://doi.org/10.1109/ichi52183.2021.00071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi52183.2021.00071","pdf_url":null,"source":{"id":"https://openalex.org/S4363608310","display_name":"IEEE International Conference on Healthcare Informatics (ICHI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 9th International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"},"volume":null,"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/A5036209238","display_name":"Arshad Farhad","orcid":"https://orcid.org/0000-0003-2153-993X","observed_orcids":["https://orcid.org/0000-0003-2153-993X"]},"institutions":[{"id":"https://openalex.org/I56007636","display_name":"Keele University","ror":"https://ror.org/00340yn33","country_code":"GB","type":"education","lineage":["https://openalex.org/I56007636"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arshad Farhad","raw_affiliation_strings":["Keele University,School of Computing and Mathematics,Staffordshire,UK","School of Computing and Mathematics, Keele University, Staffordshire, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Keele University,School of Computing and Mathematics,Staffordshire,UK","institution_ids":["https://openalex.org/I56007636"]},{"raw_affiliation_string":"School of Computing and Mathematics, Keele University, Staffordshire, UK","institution_ids":["https://openalex.org/I56007636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084373111","display_name":"Sandra I. Woolley","orcid":"https://orcid.org/0000-0002-7623-2866","observed_orcids":["https://orcid.org/0000-0002-7623-2866"]},"institutions":[{"id":"https://openalex.org/I56007636","display_name":"Keele University","ror":"https://ror.org/00340yn33","country_code":"GB","type":"education","lineage":["https://openalex.org/I56007636"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sandra Woolley","raw_affiliation_strings":["Keele University,School of Computing and Mathematics,Staffordshire,UK","School of Computing and Mathematics, Keele University, Staffordshire, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Keele University,School of Computing and Mathematics,Staffordshire,UK","institution_ids":["https://openalex.org/I56007636"]},{"raw_affiliation_string":"School of Computing and Mathematics, Keele University, Staffordshire, UK","institution_ids":["https://openalex.org/I56007636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001723863","display_name":"P\u00e9ter Andr\u00e1s","orcid":"https://orcid.org/0000-0002-9321-3296","observed_orcids":["https://orcid.org/0000-0002-9321-3296"]},"institutions":[{"id":"https://openalex.org/I56007636","display_name":"Keele University","ror":"https://ror.org/00340yn33","country_code":"GB","type":"education","lineage":["https://openalex.org/I56007636"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Andras","raw_affiliation_strings":["Keele University,School of Computing and Mathematics,Staffordshire,UK","School of Computing and Mathematics, Keele University, Staffordshire, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Keele University,School of Computing and Mathematics,Staffordshire,UK","institution_ids":["https://openalex.org/I56007636"]},{"raw_affiliation_string":"School of Computing and Mathematics, Keele University, Staffordshire, UK","institution_ids":["https://openalex.org/I56007636"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I56007636"],"apc_list":null,"apc_paid":null,"fwci":1.6747,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84863186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"434","last_page":"434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.48100000619888306,"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"}},"topics":[{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.48100000619888306,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.4690000116825104,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.008899999782443047,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/federated-learning","display_name":"federated learning","score":1.0},{"id":"https://openalex.org/keywords/wearable-sensors","display_name":"wearable sensors","score":0.8169999718666077},{"id":"https://openalex.org/keywords/internet-of-medical-things","display_name":"Internet of Medical Things","score":0.9959999918937683},{"id":"https://openalex.org/keywords/patient-care","display_name":"patient care","score":0.6909999847412109},{"id":"https://openalex.org/keywords/health-monitoring","display_name":"health monitoring","score":0.9290000200271606},{"id":"https://openalex.org/keywords/medical-diagnostics","display_name":"medical diagnostics","score":0.8009999990463257},{"id":"https://openalex.org/keywords/data-driven-healthcare","display_name":"data-driven healthcare","score":0.6940000057220459},{"id":"https://openalex.org/keywords/privacy-preserving-machine-learning","display_name":"privacy-preserving machine learning","score":0.6579999923706055}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8463479280471802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7419127225875854},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6404674053192139},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5683832764625549},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.49013862013816833},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.480758398771286},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4718858003616333},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4458655118942261},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.41257593035697937},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39317137002944946},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3657677173614502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3654279410839081},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1554330289363861},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ichi52183.2021.00071","doi":"https://doi.org/10.1109/ichi52183.2021.00071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ichi52183.2021.00071","pdf_url":null,"source":{"id":"https://openalex.org/S4363608310","display_name":"IEEE International Conference on Healthcare Informatics (ICHI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 9th International Conference on Healthcare Informatics (ICHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2541884796","https://openalex.org/W2770987547","https://openalex.org/W2912213068","https://openalex.org/W3164409896"],"related_works":["https://openalex.org/W4412808440","https://openalex.org/W4283734489","https://openalex.org/W7131393223","https://openalex.org/W4409965800","https://openalex.org/W4389883681","https://openalex.org/W4285816705","https://openalex.org/W4410116792","https://openalex.org/W4206480165","https://openalex.org/W4226461837","https://openalex.org/W4416097260"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,11],"brief":[4],"overview":[5],"of":[6,25],"ongoing":[7],"research":[8],"on":[9,19],"creating":[10],"data-driven":[12],"health":[13],"monitoring":[14],"and":[15,23,30],"diagnostics":[16],"ecosystem":[17],"based":[18],"Artificial":[20],"Intelligence":[21],"(AI)":[22],"Internet":[24],"Medical":[26],"Things":[27],"(IoMT)":[28],"sensors":[29],"wearables":[31],"at":[32],"the":[33],"point":[34],"where":[35],"data":[36],"is":[37],"generated":[38],"using":[39],"Federated":[40],"Learning":[41],"(FL).":[42]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-10-25T00:00:00"}