{"id":"https://openalex.org/W7124985333","doi":"https://doi.org/10.1109/bsn66969.2025.11337935","title":"Impact of JIA-Related Physiology on Machine Learning-Based Task Prediction Performance from Active Acoustics-Driven Achilles Tendon Sensing: A Proof-of-Concept Study","display_name":"Impact of JIA-Related Physiology on Machine Learning-Based Task Prediction Performance from Active Acoustics-Driven Achilles Tendon Sensing: A Proof-of-Concept Study","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W7124985333","doi":"https://doi.org/10.1109/bsn66969.2025.11337935"},"language":null,"primary_location":{"id":"doi:10.1109/bsn66969.2025.11337935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bsn66969.2025.11337935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 21st International Conference on Body Sensor Networks (BSN)","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/A5072041758","display_name":"Luis G. Rosa","orcid":"https://orcid.org/0000-0002-8855-6569"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Luis G. Rosa","raw_affiliation_strings":["School of Mechanical Engineering, Georgia Institute of Technology,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Georgia Institute of Technology,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050508144","display_name":"Quentin Goossens","orcid":"https://orcid.org/0000-0002-3853-5495"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quentin Goossens","raw_affiliation_strings":["School of Electrical and Computer Eng., Georgia Institute of Technology,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Eng., Georgia Institute of Technology,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050088178","display_name":"Miguel Locsin","orcid":"https://orcid.org/0009-0008-0823-1117"},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miguel Locsin","raw_affiliation_strings":["Emory University School of Medicine,Department of Pediatrics,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Emory University School of Medicine,Department of Pediatrics,Atlanta,GA,USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123442699","display_name":"Lori A. Ponder","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146983","display_name":"Children's Healthcare of Atlanta","ror":"https://ror.org/050fhx250","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210146983"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lori A. Ponder","raw_affiliation_strings":["Children's Healthcare of Atlanta,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Healthcare of Atlanta,Atlanta,GA,USA","institution_ids":["https://openalex.org/I4210146983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017214251","display_name":"Sampath Prahalad","orcid":"https://orcid.org/0000-0003-3489-1756"},"institutions":[{"id":"https://openalex.org/I4210146983","display_name":"Children's Healthcare of Atlanta","ror":"https://ror.org/050fhx250","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210146983"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sampath Prahalad","raw_affiliation_strings":["Children's Healthcare of Atlanta and, Emory University School of Medicine,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Children's Healthcare of Atlanta and, Emory University School of Medicine,Atlanta,GA,USA","institution_ids":["https://openalex.org/I4210146983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076927036","display_name":"Omer T. Inan","orcid":"https://orcid.org/0000-0002-7952-1794"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omer T. Inan","raw_affiliation_strings":["School of Electrical and Computer Eng., Georgia Institute of Technology,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Eng., Georgia Institute of Technology,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072041758"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71947638,"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":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10308","display_name":"Systemic Lupus Erythematosus Research","score":0.17339999973773956,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10308","display_name":"Systemic Lupus Erythematosus Research","score":0.17339999973773956,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10200","display_name":"Rheumatoid Arthritis Research and Therapies","score":0.08060000091791153,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.07999999821186066,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/enthesitis","display_name":"Enthesitis","score":0.5325000286102295},{"id":"https://openalex.org/keywords/enthesis","display_name":"Enthesis","score":0.4796999990940094},{"id":"https://openalex.org/keywords/inflammatory-arthritis","display_name":"Inflammatory arthritis","score":0.39910000562667847},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.3977999985218048},{"id":"https://openalex.org/keywords/human-physiology","display_name":"Human physiology","score":0.3709999918937683},{"id":"https://openalex.org/keywords/arthritis","display_name":"Arthritis","score":0.3386000096797943}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5871999859809875},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5613999962806702},{"id":"https://openalex.org/C2780131103","wikidata":"https://www.wikidata.org/wiki/Q3055079","display_name":"Enthesitis","level":4,"score":0.5325000286102295},{"id":"https://openalex.org/C174286582","wikidata":"https://www.wikidata.org/wiki/Q3055083","display_name":"Enthesis","level":3,"score":0.4796999990940094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4447999894618988},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42160001397132874},{"id":"https://openalex.org/C2776821229","wikidata":"https://www.wikidata.org/wiki/Q16965166","display_name":"Inflammatory arthritis","level":3,"score":0.39910000562667847},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.3977999985218048},{"id":"https://openalex.org/C2986265897","wikidata":"https://www.wikidata.org/wiki/Q23852","display_name":"Human physiology","level":2,"score":0.3709999918937683},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.35929998755455017},{"id":"https://openalex.org/C2777077863","wikidata":"https://www.wikidata.org/wiki/Q170990","display_name":"Arthritis","level":2,"score":0.3386000096797943},{"id":"https://openalex.org/C2780984734","wikidata":"https://www.wikidata.org/wiki/Q223172","display_name":"Achilles tendon","level":3,"score":0.33649998903274536},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.3160000145435333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2955000102519989},{"id":"https://openalex.org/C2781197716","wikidata":"https://www.wikidata.org/wiki/Q864574","display_name":"Biomarker","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bsn66969.2025.11337935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bsn66969.2025.11337935","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 21st International Conference on Body Sensor Networks (BSN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6335098743438721,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2098240832","https://openalex.org/W2115586926","https://openalex.org/W2134389576","https://openalex.org/W2340414165","https://openalex.org/W2461158985","https://openalex.org/W2799594179","https://openalex.org/W3038044514","https://openalex.org/W3165687716","https://openalex.org/W3194961990","https://openalex.org/W4389095872","https://openalex.org/W4393069328","https://openalex.org/W4402811165"],"related_works":[],"abstract_inverted_index":{"Juvenile":[0],"idiopathic":[1],"arthritis":[2,8],"(JIA)":[3],"and":[4,19,39,58,85,121,155,161,196,201],"its":[5,59],"enthesitis":[6],"related":[7],"(ERA)":[9],"subtype":[10],"often":[11],"present":[12],"diagnostic":[13,32,188],"challenges":[14],"due":[15],"to":[16,42,46,76,107,157],"variable":[17],"symptomatology":[18],"limited":[20],"accessibility":[21],"of":[22,74,169,199],"advanced":[23],"imaging.":[24],"Here,":[25],"we":[26,62,112],"explore":[27],"a":[28,136,151],"non-invasive":[29],"approach":[30],"for":[31,139,182],"decision":[33],"support":[34,192],"using":[35],"active":[36],"vibrational":[37],"sensing":[38,172],"machine":[40],"learning":[41],"classify":[43],"locomotion":[44],"tasks":[45],"characterize":[47],"symptomatology.":[48],"By":[49],"comparing":[50],"classification":[51,95,131],"performance":[52,97],"across":[53],"JIA":[54,200],"subgroups,":[55],"including":[56],"ERA":[57,75,79,104,110],"active/inactive":[60],"states,":[61],"observed":[63],"that":[64,115,129,190],"ERA-related":[65],"physiology":[66],"reduces":[67],"ML":[68],"classifier":[69],"accuracy,":[70],"with":[71,150],"sample":[72],"comparison":[73],"the":[77,94,102,108,144,167,180],"No":[78,103],"group":[80,105],"yielding":[81],"p":[82],"=":[83,91],"0.002":[84],"Cohen's":[86],"d":[87,90],"effect":[88],"size":[89],"2.05.":[92],"Notably,":[93],"metrics'":[96],"was":[98],"consistently":[99],"higher":[100],"on":[101],"compared":[106],"three":[109],"subgroups":[111],"considered,":[113],"indicating":[114],"acoustic":[116],"signatures":[117],"from":[118,147],"inflamed":[119],"tendons":[120],"entheses":[122],"modulate":[123],"predictive":[124],"performance.":[125],"These":[126],"findings":[127],"suggest":[128],"task-based":[130],"accuracy":[132],"might":[133],"serve":[134],"as":[135],"surrogate":[137],"biomarker":[138],"inflammation":[140],"severity.":[141],"Beyond":[142],"presenting":[143],"methodology,":[145],"ranging":[146],"data":[148],"acquisition":[149],"miniature":[152],"vibration":[153,171],"motor":[154],"accelerometer,":[156],"PCA-based":[158],"feature":[159],"extraction":[160],"multi-class":[162],"classification,":[163],"our":[164],"results":[165],"underscore":[166],"potential":[168],"integrating":[170],"into":[173],"clinical":[174],"workflows.":[175],"Ultimately,":[176],"this":[177],"study":[178],"lays":[179],"groundwork":[181],"potentially":[183],"enabling":[184],"more":[185],"robust,":[186],"cost-effective":[187],"tools":[189],"could":[191],"early":[193],"detection,":[194],"monitoring,":[195],"personalized":[197],"management":[198],"ERA.":[202]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-01-21T00:00:00"}