{"id":"https://openalex.org/W2995834649","doi":"https://doi.org/10.1080/0952813x.2019.1704441","title":"A data-driven predictive system using Case-Based Reasoning for the configuration of device-assisted back pain therapy","display_name":"A data-driven predictive system using Case-Based Reasoning for the configuration of device-assisted back pain therapy","publication_year":2019,"publication_date":"2019-12-24","ids":{"openalex":"https://openalex.org/W2995834649","doi":"https://doi.org/10.1080/0952813x.2019.1704441","mag":"2995834649"},"language":"en","primary_location":{"id":"doi:10.1080/0952813x.2019.1704441","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2019.1704441","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","raw_type":"journal-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/A5041867074","display_name":"Juan A. Recio-Garc\u00ed\u00ada","orcid":"https://orcid.org/0000-0001-8731-6195"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan A. Recio-Garc\u00eda","raw_affiliation_strings":["Department of Software Engineering and Artificial Intelligence, Complutense University of Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Artificial Intelligence, Complutense University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052439184","display_name":"Bel\u00e9n D\u00ed\u00adaz-Agudo","orcid":"https://orcid.org/0000-0003-2818-027X"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Bel\u00e9n D\u00edaz-Agudo","raw_affiliation_strings":["Department of Software Engineering and Artificial Intelligence, Complutense University of Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2818-027X","affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Artificial Intelligence, Complutense University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643967","display_name":"Alireza Kazemi","orcid":"https://orcid.org/0000-0001-5695-4338"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alireza Kazemi","raw_affiliation_strings":["Institute of Physiotherapy and Sports, Guadalajara, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Physiotherapy and Sports, Guadalajara, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029721092","display_name":"Jos\u00e9 L. Jorro-Aragoneses","orcid":"https://orcid.org/0000-0002-2917-3912"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Luis Jorro","raw_affiliation_strings":["Department of Software Engineering and Artificial Intelligence, Complutense University of Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Artificial Intelligence, Complutense University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052439184"],"corresponding_institution_ids":["https://openalex.org/I121748325"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.14783159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"33","issue":"4","first_page":"617","last_page":"635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9387000203132629,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"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/T10084","display_name":"Musculoskeletal pain and rehabilitation","score":0.9387000203132629,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"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/T12664","display_name":"Clinical practice guidelines implementation","score":0.9279999732971191,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational 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/computer-science","display_name":"Computer science","score":0.7680631279945374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5235300064086914},{"id":"https://openalex.org/keywords/oswestry-disability-index","display_name":"Oswestry Disability Index","score":0.5130356550216675},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4638948440551758},{"id":"https://openalex.org/keywords/back-pain","display_name":"Back pain","score":0.4355859160423279},{"id":"https://openalex.org/keywords/visual-analogue-scale","display_name":"Visual analogue scale","score":0.4291524887084961},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4271453619003296},{"id":"https://openalex.org/keywords/low-back-pain","display_name":"Low back pain","score":0.426950067281723},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4151572585105896},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.34537261724472046},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2702358663082123},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.09748861193656921}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7680631279945374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5235300064086914},{"id":"https://openalex.org/C2775998654","wikidata":"https://www.wikidata.org/wiki/Q11751687","display_name":"Oswestry Disability Index","level":4,"score":0.5130356550216675},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4638948440551758},{"id":"https://openalex.org/C2776501849","wikidata":"https://www.wikidata.org/wiki/Q5781808","display_name":"Back pain","level":3,"score":0.4355859160423279},{"id":"https://openalex.org/C14184104","wikidata":"https://www.wikidata.org/wiki/Q1362526","display_name":"Visual analogue scale","level":2,"score":0.4291524887084961},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4271453619003296},{"id":"https://openalex.org/C2780907711","wikidata":"https://www.wikidata.org/wiki/Q852163","display_name":"Low back pain","level":3,"score":0.426950067281723},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4151572585105896},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.34537261724472046},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2702358663082123},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.09748861193656921},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/0952813x.2019.1704441","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0952813x.2019.1704441","pdf_url":null,"source":{"id":"https://openalex.org/S153467142","display_name":"Journal of Experimental & Theoretical Artificial Intelligence","issn_l":"0952-813X","issn":["0952-813X","1362-3079"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Experimental &amp; Theoretical Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7400000095367432}],"awards":[{"id":"https://openalex.org/G5671177159","display_name":null,"funder_award_id":"TIN2017-87330-R","funder_id":"https://openalex.org/F4320335204","funder_display_name":"Secretar\u00eda de Estado de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335204","display_name":"Secretar\u00eda de Estado de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W43718861","https://openalex.org/W132306785","https://openalex.org/W1052683498","https://openalex.org/W1505722229","https://openalex.org/W1545545132","https://openalex.org/W2004039476","https://openalex.org/W2006003562","https://openalex.org/W2032330087","https://openalex.org/W2034443808","https://openalex.org/W2037377025","https://openalex.org/W2067689995","https://openalex.org/W2106755981","https://openalex.org/W2107871413","https://openalex.org/W2114772172","https://openalex.org/W2126385963","https://openalex.org/W2127467912","https://openalex.org/W2131811619","https://openalex.org/W2137557779","https://openalex.org/W2146244055","https://openalex.org/W2162051211","https://openalex.org/W2163352287","https://openalex.org/W2165014123","https://openalex.org/W2476666713","https://openalex.org/W2480209617","https://openalex.org/W2525892313","https://openalex.org/W2700928119","https://openalex.org/W4292806894"],"related_works":["https://openalex.org/W2535427846","https://openalex.org/W2048919295","https://openalex.org/W2989073600","https://openalex.org/W3156262651","https://openalex.org/W3096613453","https://openalex.org/W4223997672","https://openalex.org/W4287147671","https://openalex.org/W2165433911","https://openalex.org/W2130142468","https://openalex.org/W2476759007"],"abstract_inverted_index":{"Lower":[0],"back":[1,56],"Pain":[2],"(LBP)":[3],"is":[4,40],"pathological":[5],"and":[6,43,93,105,117,189],"occurs":[7],"in":[8,17,191],"about":[9],"80%":[10],"of":[11,36,45,98,126,171],"the":[12,31,41,46,74,96,112,137,155,174,184,192],"population":[13],"at":[14],"least":[15],"once":[16],"their":[18],"life.":[19],"Physiotherapists":[20],"personalise":[21],"manual":[22],"treatments":[23,99],"to":[24,30,50,145,154,183],"heal":[25],"or":[26],"relieve":[27],"pain":[28,175],"according":[29,182],"patient":[32],"characteristics.":[33],"The":[34,59],"contribution":[35],"this":[37],"methodological":[38],"paper":[39,89],"description":[42],"evaluation":[44],"configuration":[47,60,83,97,153],"software":[48,61],"associated":[49],"a":[51,66,124,131,151,162,180],"therapy":[52],"machine":[53,152],"that":[54,166],"executes":[55],"segment":[57],"mobilisations.":[58],"uses":[62],"Case-Based":[63],"Reasoning":[64],"(CBR),":[65],"successful":[67],"Machine":[68],"Learning":[69],"technique,":[70],"based":[71,134],"on":[72,85,135,142],"mimicking":[73],"human":[75],"decision":[76],"making":[77],"process":[78],"by":[79,108],"reusing":[80],"previously":[81],"applied":[82],"episodes":[84],"similar":[86,118],"individuals.":[87],"This":[88],"demonstrates":[90],"its":[91],"feasibility":[92],"cost-effectiveness":[94],"for":[95],"as":[100],"it":[101],"reuses":[102],"expert":[103],"knowledge":[104],"maximises":[106],"effectiveness":[107],"taking":[109],"into":[110],"account":[111],"patient\u2019s":[113],"personal":[114],"medical":[115],"record":[116],"patterns":[119],"among":[120],"different":[121],"patients.":[122],"Having":[123],"baseline":[125],"31%":[127],"success":[128,147],"rate":[129,148],"using":[130,173],"standard":[132],"solution":[133],"interpolation,":[136],"CBR":[138],"engine":[139],"can":[140],"achieve,":[141],"average,":[143],"up":[144],"70%":[146],"when":[149],"proposing":[150],"physiotherapist.":[156],"Regarding":[157],"clinical":[158],"results,":[159],"we":[160],"run":[161],"longitudinal":[163],"observational":[164],"study":[165],"achieves":[167],"an":[168],"average":[169],"improvement":[170],"31.63%":[172],"Visual":[176],"Analogue":[177],"Scale":[178],"(VAS),":[179],"7%":[181],"Oswestry":[185],"Disability":[186],"Index":[187],"(ODI),":[188],"13%":[190],"36-Item":[193],"Short":[194],"Form":[195],"Health":[196],"Survey":[197],"(SF-36).":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
