{"id":"https://openalex.org/W2065641328","doi":"https://doi.org/10.1145/2647868.2654952","title":"Validating an iOS-based Rhythmic Auditory Cueing Evaluation (iRACE) for Parkinson's Disease","display_name":"Validating an iOS-based Rhythmic Auditory Cueing Evaluation (iRACE) for Parkinson's Disease","publication_year":2014,"publication_date":"2014-10-31","ids":{"openalex":"https://openalex.org/W2065641328","doi":"https://doi.org/10.1145/2647868.2654952","mag":"2065641328"},"language":"en","primary_location":{"id":"doi:10.1145/2647868.2654952","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2647868.2654952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM international conference on Multimedia","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/A5003746644","display_name":"Shenggao Zhu","orcid":"https://orcid.org/0000-0002-3254-0058"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Shenggao Zhu","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035387395","display_name":"Robert J. Ellis","orcid":"https://orcid.org/0000-0002-3590-614X"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Robert J. Ellis","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030170581","display_name":"Gottfried Schlaug","orcid":"https://orcid.org/0000-0002-8637-7356"},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gottfried Schlaug","raw_affiliation_strings":["Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I1316535847","https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050630047","display_name":"Yee Sien Ng","orcid":"https://orcid.org/0000-0003-1377-5852"},"institutions":[{"id":"https://openalex.org/I2251586001","display_name":"Singapore General Hospital","ror":"https://ror.org/036j6sg82","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I2251586001"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yee Sien Ng","raw_affiliation_strings":["Singapore General Hospital, Singapore, Singapore","Singapore General Hospital, Singapore, SINGAPORE"],"affiliations":[{"raw_affiliation_string":"Singapore General Hospital, Singapore, Singapore","institution_ids":["https://openalex.org/I2251586001"]},{"raw_affiliation_string":"Singapore General Hospital, Singapore, SINGAPORE","institution_ids":["https://openalex.org/I2251586001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100423435","display_name":"Ye Wang","orcid":"https://orcid.org/0000-0002-0123-1260"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ye Wang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003746644"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":1.4946,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8170255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"487","last_page":"496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11097","display_name":"Cerebral Palsy and Movement Disorders","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/touchscreen","display_name":"Touchscreen","score":0.7215065956115723},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.646884024143219},{"id":"https://openalex.org/keywords/rhythm","display_name":"Rhythm","score":0.610957682132721},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.5745465159416199},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5089266300201416},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4571090340614319},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4559304416179657},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.44588977098464966},{"id":"https://openalex.org/keywords/concurrent-validity","display_name":"Concurrent validity","score":0.4422203302383423},{"id":"https://openalex.org/keywords/finger-tapping","display_name":"Finger tapping","score":0.4271467924118042},{"id":"https://openalex.org/keywords/cadence","display_name":"Cadence","score":0.4137302041053772},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3662678301334381},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28691616654396057},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.26534175872802734},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.21577391028404236},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.16197818517684937}],"concepts":[{"id":"https://openalex.org/C2778539339","wikidata":"https://www.wikidata.org/wiki/Q165970","display_name":"Touchscreen","level":2,"score":0.7215065956115723},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.646884024143219},{"id":"https://openalex.org/C135343436","wikidata":"https://www.wikidata.org/wiki/Q170406","display_name":"Rhythm","level":2,"score":0.610957682132721},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5745465159416199},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5089266300201416},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4571090340614319},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4559304416179657},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.44588977098464966},{"id":"https://openalex.org/C198999979","wikidata":"https://www.wikidata.org/wiki/Q5159115","display_name":"Concurrent validity","level":4,"score":0.4422203302383423},{"id":"https://openalex.org/C2992114214","wikidata":"https://www.wikidata.org/wiki/Q7684805","display_name":"Finger tapping","level":2,"score":0.4271467924118042},{"id":"https://openalex.org/C2777125575","wikidata":"https://www.wikidata.org/wiki/Q14088448","display_name":"Cadence","level":2,"score":0.4137302041053772},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3662678301334381},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28691616654396057},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.26534175872802734},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.21577391028404236},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.16197818517684937},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","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/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C3018868096","wikidata":"https://www.wikidata.org/wiki/Q2693233","display_name":"Internal consistency","level":3,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2647868.2654952","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2647868.2654952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1881622734","display_name":null,"funder_award_id":"R-252-000-510-305","funder_id":"https://openalex.org/F4320320696","funder_display_name":"Agency for Science, Technology and Research"}],"funders":[{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W104698453","https://openalex.org/W1506806321","https://openalex.org/W1561072761","https://openalex.org/W1663973292","https://openalex.org/W1971075688","https://openalex.org/W1978108526","https://openalex.org/W1983084113","https://openalex.org/W1998565536","https://openalex.org/W1999702935","https://openalex.org/W2006153906","https://openalex.org/W2008808357","https://openalex.org/W2010382959","https://openalex.org/W2011702367","https://openalex.org/W2018727741","https://openalex.org/W2037825856","https://openalex.org/W2038045371","https://openalex.org/W2045686382","https://openalex.org/W2054451473","https://openalex.org/W2060137550","https://openalex.org/W2063838004","https://openalex.org/W2067581867","https://openalex.org/W2068775553","https://openalex.org/W2071136169","https://openalex.org/W2079942272","https://openalex.org/W2083830171","https://openalex.org/W2084186356","https://openalex.org/W2087295497","https://openalex.org/W2087487294","https://openalex.org/W2088603369","https://openalex.org/W2090860321","https://openalex.org/W2098905310","https://openalex.org/W2104237724","https://openalex.org/W2111583069","https://openalex.org/W2112921127","https://openalex.org/W2113511610","https://openalex.org/W2118192112","https://openalex.org/W2119350939","https://openalex.org/W2127235324","https://openalex.org/W2138535275","https://openalex.org/W2139214210","https://openalex.org/W2146881070","https://openalex.org/W2148832324","https://openalex.org/W2155952367","https://openalex.org/W2156702704","https://openalex.org/W2159759971","https://openalex.org/W2162659118","https://openalex.org/W2163320235","https://openalex.org/W2322141581","https://openalex.org/W3150250395","https://openalex.org/W4212863985","https://openalex.org/W6629510986"],"related_works":["https://openalex.org/W2362245340","https://openalex.org/W4289538008","https://openalex.org/W3186427148","https://openalex.org/W2016136991","https://openalex.org/W2138282914","https://openalex.org/W2065850627","https://openalex.org/W2017012638","https://openalex.org/W2071885361","https://openalex.org/W1966793535","https://openalex.org/W1964447062"],"abstract_inverted_index":{"Movement":[0],"disorders":[1],"such":[2],"as":[3,16],"Parkinson's":[4],"disease":[5],"(PD)":[6],"will":[7],"affect":[8],"a":[9,26,150,156,176,185],"rapidly":[10],"growing":[11],"segment":[12],"of":[13,33,89,145,158,178],"the":[14,31,90,104],"population":[15],"society":[17],"continues":[18],"to":[19,47,51,77,95,111],"age.":[20],"Rhythmic":[21,70],"Auditory":[22,71],"Cueing":[23,72],"(RAC)":[24],"is":[25,93],"well-supported":[27],"evidence-based":[28],"intervention":[29],"for":[30,62,129],"treatment":[32],"gait":[34,123],"impairments":[35],"in":[36,49,84],"PD.":[37],"RAC":[38,61,79],"interventions":[39],"have":[40,66,126],"not":[41],"been":[42,127],"widely":[43],"adopted,":[44],"however,":[45],"due":[46],"limitations":[48],"access":[50],"personnel,":[52],"technological,":[53],"and":[54,80,103,109,115,138,155],"financial":[55],"resources.":[56],"To":[57],"help":[58],"\"scale":[59],"up\"":[60],"wider":[63],"distribution,":[64],"we":[65],"developed":[67,128],"an":[68],"iOS-based":[69],"Evaluation":[73],"(iRACE)":[74],"mobile":[75,91],"application":[76],"deliver":[78],"assess":[81,96,112],"motor":[82,97],"performance":[83],"PD":[85,165],"patients.":[86],"The":[87,142],"touchscreen":[88],"device":[92],"used":[94],"timing":[98],"during":[99,118],"index":[100],"finger":[101],"tapping,":[102],"device's":[105],"built-in":[106],"tri-axial":[107],"accelerometer":[108],"gyroscope":[110],"step":[113,116,135],"time":[114],"length":[117,136],"walking.":[119],"Novel":[120],"machine":[121],"learning-based":[122],"analysis":[124],"algorithms":[125],"iRACE,":[130],"including":[131],"heel":[132],"strike":[133],"detection,":[134],"quantification,":[137],"left-versus-right":[139],"foot":[140],"identification.":[141],"concurrent":[143],"validity":[144],"iRACE":[146,169],"was":[147],"assessed":[148],"using":[149],"clinic-standard":[151],"instrumented":[152],"walking":[153],"mat":[154],"pair":[157],"force-sensing":[159],"resistor":[160],"sensors.":[161],"Results":[162],"from":[163],"10":[164],"patients":[166],"reveal":[167],"that":[168],"has":[170],"low":[171],"error":[172],"rates":[173],"(<\u00b11.0%)":[174],"across":[175],"set":[177],"four":[179],"clinically":[180],"relevant":[181],"outcome":[182],"measures,":[183],"indicating":[184],"potentially":[186],"useful":[187],"clinical":[188],"tool.":[189]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}