{"id":"https://openalex.org/W4408860984","doi":"https://doi.org/10.1109/icce63647.2025.10930143","title":"A Federated Learning Approach for Telerehabilitation Outcome Prediction in Parkinson's Disease","display_name":"A Federated Learning Approach for Telerehabilitation Outcome Prediction in Parkinson's Disease","publication_year":2025,"publication_date":"2025-01-11","ids":{"openalex":"https://openalex.org/W4408860984","doi":"https://doi.org/10.1109/icce63647.2025.10930143"},"language":"en","primary_location":{"id":"doi:10.1109/icce63647.2025.10930143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10930143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-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/A5039766229","display_name":"Lucio Ciabattoni","orcid":"https://orcid.org/0000-0002-0194-2820"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucio Ciabattoni","raw_affiliation_strings":["Università Politecnica delle Marche,Industrial Engineering Department,Ancona,Italy,60131"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Politecnica delle Marche,Industrial Engineering Department,Ancona,Italy,60131","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051862747","display_name":"Maria Gabriella Ceravolo","orcid":"https://orcid.org/0000-0002-2694-4638"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Gabriella Ceravolo","raw_affiliation_strings":["Università Politecnica delle Marche,Experimental Medicine Department,Ancona,Italy,60131"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Politecnica delle Marche,Experimental Medicine Department,Ancona,Italy,60131","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073952802","display_name":"Marianna Capecci","orcid":"https://orcid.org/0000-0002-1472-606X"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marianna Capecci","raw_affiliation_strings":["Università Politecnica delle Marche,Experimental Medicine Department,Ancona,Italy,60131"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Politecnica delle Marche,Experimental Medicine Department,Ancona,Italy,60131","institution_ids":["https://openalex.org/I122534668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077889740","display_name":"Jos\u00e9 Mar\u00eda Flores Arias","orcid":null},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Maria Flores Arias","raw_affiliation_strings":["University of Cordoba,Electronic and Computer Engineering Department,Cordoba,Spain,14071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cordoba,Electronic and Computer Engineering Department,Cordoba,Spain,14071","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116805904","display_name":"Francisco Bellido Outerino","orcid":null},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Bellido Outerino","raw_affiliation_strings":["University of Cordoba,Electronic and Computer Engineering Department,Cordoba,Spain,14071"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cordoba,Electronic and Computer Engineering Department,Cordoba,Spain,14071","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075232886","display_name":"Lucia Pepa","orcid":"https://orcid.org/0000-0003-1471-092X"},"institutions":[{"id":"https://openalex.org/I122534668","display_name":"Marche Polytechnic University","ror":"https://ror.org/00x69rs40","country_code":"IT","type":"education","lineage":["https://openalex.org/I122534668"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucia Pepa","raw_affiliation_strings":["Università Politecnica delle Marche,Information Engineering Department,Ancona,Italy,60131"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Università Politecnica delle Marche,Information Engineering Department,Ancona,Italy,60131","institution_ids":["https://openalex.org/I122534668"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06318951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.7318999767303467,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.7318999767303467,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.7179999947547913,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/telerehabilitation","display_name":"Telerehabilitation","score":0.9056437015533447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6796350479125977},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5407836437225342},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5161784291267395},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.44316336512565613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38226282596588135},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.347337543964386},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21593257784843445},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.1451786756515503},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.12925443053245544}],"concepts":[{"id":"https://openalex.org/C2777053404","wikidata":"https://www.wikidata.org/wiki/Q7696779","display_name":"Telerehabilitation","level":4,"score":0.9056437015533447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6796350479125977},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5407836437225342},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5161784291267395},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.44316336512565613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38226282596588135},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.347337543964386},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21593257784843445},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.1451786756515503},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.12925443053245544},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce63647.2025.10930143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10930143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W4308368594","https://openalex.org/W4308946213","https://openalex.org/W4401417309"],"related_works":["https://openalex.org/W4389625305","https://openalex.org/W4385874748","https://openalex.org/W2043448691","https://openalex.org/W4212784579","https://openalex.org/W4405884224","https://openalex.org/W3134596587","https://openalex.org/W3216329096","https://openalex.org/W2416973532","https://openalex.org/W3116665257","https://openalex.org/W2011324577"],"abstract_inverted_index":{"In":[0,51],"this":[1],"study,":[2],"we":[3],"propose":[4],"a":[5,21,34,81,99],"telerehabilitation":[6],"system":[7],"designed":[8],"to":[9,42,80],"remotely":[10],"monitor":[11],"patients":[12],"and":[13],"analyze":[14],"data":[15,49,57,63],"collected":[16],"from":[17],"wearable":[18],"devices":[19,67],"throughout":[20],"12-week":[22],"physical":[23],"exercise":[24],"program.":[25],"The":[26],"system,":[27],"developed":[28],"under":[29],"the":[30,77,92],"RAPIDO":[31],"project,":[32],"utilizes":[33],"multiple":[35],"linear":[36],"regression":[37],"federated":[38,53,93],"learning":[39,54,83,94],"(MLRFL)":[40],"approach":[41],"predict":[43],"patients'":[44],"rehabilitation":[45],"outcomes":[46],"while":[47,68,89],"preserving":[48],"privacy.":[50],"particular,":[52],"allows":[55],"decentralized":[56],"analysis,":[58],"ensuring":[59],"that":[60],"sensitive":[61],"patient":[62],"remains":[64],"on":[65],"local":[66],"only":[69],"model":[70],"updates":[71],"are":[72],"shared.":[73],"Preliminary":[74],"results":[75],"of":[76],"MLRFL":[78],"compared":[79],"centralized":[82],"architecture":[84],"show":[85],"similar":[86],"prediction":[87],"performance":[88],"adding":[90],"all":[91],"advantages,":[95],"thus":[96],"making":[97],"it":[98],"promising":[100],"approach.":[101]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}