{"id":"https://openalex.org/W4409892020","doi":"https://doi.org/10.1080/10447318.2025.2487859","title":"The AI-Therapist Duo: Exploring the Potential of Human-AI Collaboration in\u00a0Personalized Art Therapy for PICS Intervention","display_name":"The AI-Therapist Duo: Exploring the Potential of Human-AI Collaboration in\u00a0Personalized Art Therapy for PICS Intervention","publication_year":2025,"publication_date":"2025-04-28","ids":{"openalex":"https://openalex.org/W4409892020","doi":"https://doi.org/10.1080/10447318.2025.2487859"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2025.2487859","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2025.2487859","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"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":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbilu.uni.lu/handle/10993/68006","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078599440","display_name":"Bereket Abera Yilma","orcid":"https://orcid.org/0000-0001-7210-9919"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Bereket A. Yilma","raw_affiliation_strings":["Computer Science, University of Luxembourg"],"affiliations":[{"raw_affiliation_string":"Computer Science, University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072078423","display_name":"Chan Mi Kim","orcid":"https://orcid.org/0000-0003-0495-9158"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Chan Mi Kim","raw_affiliation_strings":["Faculty of Engineering Technology, University of Twente"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, University of Twente","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081239015","display_name":"Geke Ludden","orcid":"https://orcid.org/0000-0003-4508-9865"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Geke Ludden","raw_affiliation_strings":["Faculty of Engineering Technology, University of Twente"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, University of Twente","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060165648","display_name":"Thomas J. L. van Rompay","orcid":"https://orcid.org/0000-0002-6126-5462"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Thomas van Rompay","raw_affiliation_strings":["Faculty of Engineering Technology, University of Twente"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Technology, University of Twente","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017930924","display_name":"Luis A. Leiva","orcid":"https://orcid.org/0000-0002-5011-1847"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Luis A. Leiva","raw_affiliation_strings":["Computer Science, University of Luxembourg"],"affiliations":[{"raw_affiliation_string":"Computer Science, University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078599440"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":39.1673,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.99629805,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"41","issue":"23","first_page":"14709","last_page":"14722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12372","display_name":"Art Therapy and Mental Health","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12372","display_name":"Art Therapy and Mental Health","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.972000002861023,"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/T11768","display_name":"Music Therapy and Health","score":0.9406999945640564,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.6336783766746521},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.5920729041099548},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.42803260684013367},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3596658706665039},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.111294686794281}],"concepts":[{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.6336783766746521},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.5920729041099548},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42803260684013367},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3596658706665039},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.111294686794281}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/10447318.2025.2487859","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2025.2487859","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"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":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:openaire/15b6153c-4e69-43da-b40d-8d7d74197b8b","is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/15b6153c-4e69-43da-b40d-8d7d74197b8b","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Yilma, B A, Kim, C M, Ludden, G, van Rompay, T & Leiva, L A 2025, 'The AI-Therapist Duo : Exploring the Potential of Human-AI Collaboration in Personalized Art Therapy for PICS Intervention', International journal of human-computer interaction, vol. 41, no. 23, pp. 14709-14722. https://doi.org/10.1080/10447318.2025.2487859","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:orbilu.uni.lu:10993/68006","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/68006","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Human-Computer Interaction, 41 (23), 14709 - 14722 (2025)","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/68006","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/68006","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Human-Computer Interaction, 41 (23), 14709 - 14722 (2025)","raw_type":"peer reviewed"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1526079332","https://openalex.org/W1880262756","https://openalex.org/W1975793762","https://openalex.org/W1988377065","https://openalex.org/W1996075930","https://openalex.org/W2028893644","https://openalex.org/W2029504801","https://openalex.org/W2061067249","https://openalex.org/W2061732314","https://openalex.org/W2064331423","https://openalex.org/W2097554699","https://openalex.org/W2102255401","https://openalex.org/W2108485082","https://openalex.org/W2145427653","https://openalex.org/W2153454886","https://openalex.org/W2162111811","https://openalex.org/W2187089797","https://openalex.org/W2529011823","https://openalex.org/W2728990317","https://openalex.org/W2884074929","https://openalex.org/W2886373428","https://openalex.org/W2889450228","https://openalex.org/W2916945592","https://openalex.org/W2941520576","https://openalex.org/W3017374623","https://openalex.org/W3200593804","https://openalex.org/W3206284518","https://openalex.org/W4292994367","https://openalex.org/W4381164460","https://openalex.org/W4389203779","https://openalex.org/W4391766849","https://openalex.org/W4392223517","https://openalex.org/W4396832196","https://openalex.org/W4400796849","https://openalex.org/W4402184766","https://openalex.org/W4402817797","https://openalex.org/W4403330054","https://openalex.org/W6808165004","https://openalex.org/W6824452921","https://openalex.org/W7082857910"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Post-intensive":[0],"care":[1,16],"syndrome":[2],"(PICS)":[3],"is":[4,25,138],"a":[5,50,56,83],"multifaceted":[6],"condition":[7],"that":[8,60,93,125],"arises":[9],"from":[10],"prolonged":[11],"stays":[12],"in":[13,41],"an":[14],"intensive":[15],"unit":[17],"(ICU).":[18],"While":[19,115],"preventing":[20],"PICS":[21,120],"among":[22],"ICU":[23],"patients":[24],"becoming":[26],"increasingly":[27],"important,":[28],"interventions":[29,64],"remain":[30],"limited.":[31],"Building":[32],"on":[33,119],"evidence":[34],"supporting":[35],"the":[36,43,100,122],"effectiveness":[37,103],"of":[38,46,104,143],"art":[39,52,105],"exposure":[40],"addressing":[42],"psychological":[44],"aspects":[45],"PICS,":[47],"we":[48],"propose":[49],"novel":[51],"therapy":[53,106,129],"solution":[54],"through":[55,82],"collaborative":[57,127],"Human-AI":[58,95],"approach":[59],"enhances":[61,99],"personalized":[62],"therapeutic":[63],"using":[65],"state-of-the-art":[66],"Visual":[67],"Art":[68,128],"Recommendation":[69],"Systems.":[70],"We":[71],"developed":[72],"two":[73],"Human-in-the-Loop":[74],"(HITL)":[75],"personalization":[76,101],"methods":[77],"and":[78,102,145],"assessed":[79],"their":[80,113],"impact":[81],"large-scale":[84],"user":[85],"study":[86,117],"(N":[87],"=":[88],"150).":[89],"Our":[90],"findings":[91],"demonstrate":[92],"this":[94],"collaboration":[96],"not":[97],"only":[98],"but":[107],"also":[108],"supports":[109],"therapists":[110],"by":[111],"streamlining":[112],"workload.":[114],"our":[116],"centres":[118],"intervention,":[121],"results":[123],"suggest":[124],"human-AI":[126],"could":[130],"potentially":[131],"benefit":[132],"other":[133],"areas":[134],"where":[135],"emotional":[136],"support":[137],"critical,":[139],"such":[140],"as":[141],"cases":[142],"anxiety":[144],"depression.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2025-10-10T00:00:00"}
