{"id":"https://openalex.org/W7154592101","doi":"https://doi.org/10.48550/arxiv.2604.13203","title":"Inclusive Kitchen Design for Older Adults: Generative AI Visualizations to Support Mild Cognitive Impairment","display_name":"Inclusive Kitchen Design for Older Adults: Generative AI Visualizations to Support Mild Cognitive Impairment","publication_year":2026,"publication_date":"2026-04-14","ids":{"openalex":"https://openalex.org/W7154592101","doi":"https://doi.org/10.48550/arxiv.2604.13203"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.13203","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.13203","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117569742","display_name":"Ibrahim Bilau","orcid":"https://orcid.org/0009-0008-0880-6195"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bilau, Ibrahim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133750467","display_name":"Nicole Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Nicole","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133744554","display_name":"Terrence Malayvong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Malayvong, Terrence","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103236111","display_name":"Eunhwa Yang","orcid":"https://orcid.org/0000-0001-5946-7703"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Eunhwa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11977","display_name":"Technology Use by Older Adults","score":0.27639999985694885,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11977","display_name":"Technology Use by Older Adults","score":0.27639999985694885,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.15289999544620514,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.06629999727010727,"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/thematic-analysis","display_name":"Thematic analysis","score":0.5267000198364258},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5095000267028809},{"id":"https://openalex.org/keywords/visual-impairment","display_name":"Visual impairment","score":0.4442000091075897},{"id":"https://openalex.org/keywords/universal-design","display_name":"Universal design","score":0.424699991941452},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.38179999589920044},{"id":"https://openalex.org/keywords/level-design","display_name":"Level design","score":0.3434999883174896},{"id":"https://openalex.org/keywords/psychological-resilience","display_name":"Psychological resilience","score":0.34299999475479126},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.33880001306533813}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5458999872207642},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.5267000198364258},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5095000267028809},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.46939998865127563},{"id":"https://openalex.org/C2781372952","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Visual impairment","level":2,"score":0.4442000091075897},{"id":"https://openalex.org/C99527880","wikidata":"https://www.wikidata.org/wiki/Q781118","display_name":"Universal design","level":2,"score":0.424699991941452},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3880000114440918},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.38179999589920044},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.37389999628067017},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3668000102043152},{"id":"https://openalex.org/C146508145","wikidata":"https://www.wikidata.org/wiki/Q1046315","display_name":"Level design","level":3,"score":0.3434999883174896},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.33880001306533813},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3093000054359436},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C2776294918","wikidata":"https://www.wikidata.org/wiki/Q4692582","display_name":"Aging in place","level":2,"score":0.3068000078201294},{"id":"https://openalex.org/C91682802","wikidata":"https://www.wikidata.org/wiki/Q620538","display_name":"Multidimensional scaling","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C100609095","wikidata":"https://www.wikidata.org/wiki/Q1335050","display_name":"Embodied cognition","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C142778471","wikidata":"https://www.wikidata.org/wiki/Q1200670","display_name":"Design thinking","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C3017819807","wikidata":"https://www.wikidata.org/wiki/Q332154","display_name":"Healthy aging","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C3019887659","wikidata":"https://www.wikidata.org/wiki/Q191089","display_name":"Older people","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C176168674","wikidata":"https://www.wikidata.org/wiki/Q763835","display_name":"Lifelog","level":2,"score":0.2565999925136566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.13203","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.13203","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.13203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.6858940720558167}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Mild":[0],"Cognitive":[1],"Impairment":[2],"(MCI)":[3],"affects":[4],"15-20%":[5],"of":[6,104,125],"adults":[7,111,177],"aged":[8],"65":[9],"and":[10,16,58,79,94,143,163,178,182,191],"older,":[11],"often":[12],"making":[13],"kitchen":[14,40,64,137,185],"navigation":[15],"independent":[17],"living":[18],"difficult,":[19],"particularly":[20],"in":[21,135,189],"lower-income":[22],"communities":[23],"with":[24,55,70,112,195],"limited":[25],"access":[26],"to":[27,66,86,180],"professional":[28],"design":[29],"help.":[30],"This":[31],"study":[32],"created":[33],"an":[34],"AI":[35,168],"system":[36],"that":[37],"converts":[38],"standard":[39],"photos":[41],"into":[42],"MCI-friendly":[43],"designs":[44],"using":[45],"the":[46,114,145],"Home":[47],"Design":[48],"Guidelines":[49],"(HDG).":[50],"Stable":[51],"Diffusion":[52],"models,":[53],"enhanced":[54],"DreamBooth":[56],"LoRA":[57],"ControlNet,":[59],"were":[60,117],"trained":[61],"on":[62],"100":[63],"images":[65],"produce":[67],"realistic":[68],"visualizations":[69,146],"open":[71],"layouts,":[72],"transparent":[73],"cabinetry,":[74],"better":[75],"lighting,":[76],"non-slip":[77],"flooring,":[78],"less":[80],"clutter.":[81],"The":[82],"models":[83],"achieved":[84],"moderate":[85],"high":[87,133],"semantic":[88],"alignment":[89],"(normalized":[90],"CLIP":[91],"scores":[92,99],"0.69-0.79)":[93],"improved":[95,158],"visual":[96],"realism":[97],"(GIQA":[98],"0.45-0.65).":[100],"In":[101],"a":[102,171],"survey":[103],"33":[105],"participants":[106],"(51.5%":[107],"caregivers,":[108],"36.4%":[109],"older":[110,176],"MCI),":[113],"AI-modified":[115],"kitchens":[116],"strongly":[118],"preferred":[119],"as":[120],"more":[121],"cognitively":[122],"friendly":[123],"(87.4%":[124],"198":[126],"choices,":[127],"p":[128],"<":[129],".001).":[130],"Participants":[131],"reported":[132],"confidence":[134],"their":[136],"choice":[138],"selections":[139],"(M":[140,152],"=":[141,153],"5.92/7)":[142],"found":[144],"very":[147],"helpful":[148],"for":[149,175,193],"home":[150],"modifications":[151],"6.27/7).":[154],"Thematic":[155],"analysis":[156],"emphasized":[157],"visibility,":[159],"lower":[160],"cognitive":[161],"load,":[162],"greater":[164],"independence.":[165],"Overall,":[166],"this":[167],"tool":[169],"provides":[170],"low-cost,":[172],"scalable":[173],"way":[174],"caregivers":[179],"visualize":[181],"implement":[183],"DIY":[184],"changes,":[186],"supporting":[187],"aging":[188],"place":[190],"resilience":[192],"those":[194],"MCI.":[196]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-04-17T00:00:00"}