{"id":10004,"date":"2024-02-13T19:30:32","date_gmt":"2024-02-13T19:30:32","guid":{"rendered":"https:\/\/dailyai.com\/?p=10004"},"modified":"2024-02-16T00:28:43","modified_gmt":"2024-02-16T00:28:43","slug":"researchers-develop-an-immersive-ai-therapy-system-named-xaia","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2024\/02\/researchers-develop-an-immersive-ai-therapy-system-named-xaia\/","title":{"rendered":"Forskere udvikler et fordybende AI-behandlingssystem ved navn XAIA"},"content":{"rendered":"

Forskere fra Cedars-Sinai har udviklet et virtual reality (VR) AI-st\u00f8ttev\u00e6rkt\u00f8j til mental sundhed ved navn eXtended-reality Artificial Intelligence Assistant (XAIA).\u00a0<\/b><\/p>\n

Den unders\u00f8gelse<\/a> fra forskere fra Cedars-Sinai, ledet af Brennan M. R. Spiegel, og offentliggjort i Nature's <\/span>npj Digital Medicin<\/span>brugte AI, spatial computing og VR til at fordybe brugerne i beroligende, naturinspirerede omgivelser, hvor de deltager i terapeutiske samtaler med en AI-avatar.\u00a0<\/span><\/p>\n

Systemet brugte GPT-4 til at tilbyde fordybende terapisessioner til 14 personer, der oplevede mild til moderat angst eller depression. Der er adgang til XAIA via Apple Vision Pro VR-headsettet.<\/span><\/p>\n

Ledende forsker Brennan Spiegel, MD, MSHS<\/a>skrev han i en blog p\u00e5 Cedars-Sinai: \"Apple Vision Pro giver adgang til Xaias verden af fordybende, interaktiv adf\u00e6rdsm\u00e6ssig sundhedsst\u00f8tte - fremskridt, som jeg kun kan beskrive som et kvantespring i forhold til tidligere teknologier.\"<\/p>\n

Han fortsatte: \"Med Xaia og den fantastiske sk\u00e6rm i Apple Vision Pro er vi i stand til at udnytte hver eneste pixel i den bem\u00e6rkelsesv\u00e6rdige opl\u00f8sning og det fulde spektrum af levende farver til at skabe en form for fordybende terapi, der er engagerende og dybt personlig.\"<\/p>\n

For at tr\u00e6ne AI'en indarbejdede Spiegel og hans team udskrifter fra sessioner med kognitiv adf\u00e6rdsterapi (CBT) udf\u00f8rt af erfarne terapeuter med fokus p\u00e5 empati, validering og effektiv kommunikation.\u00a0<\/span><\/p>\n

AI'ens svar blev yderligere forfinet gennem iterativ testning, som involverede terapeuter i rollespil med forskellige kliniske scenarier. Det f\u00f8rte til en l\u00f8bende forbedring af systemets psykoterapeutiske kommunikation.<\/span><\/p>\n

\"AI
Forskere brugte spatial computing, VR og AI (GPT-4) til at bygge en fordybende terapi-chatbot. Kilde: Naturen<\/a>.<\/figcaption><\/figure>\n

Deltagerne diskuterede forskellige emner med AI'en, hvilket gav forskerne mulighed for at dokumentere AI'ens anvendelse af psykoterapeutiske teknikker. I det store og hele blev XAIA bem\u00e6rket for sin evne til at udtrykke empati, sympati og validering, hvilket forbedrede den terapeutiske oplevelse.\u00a0<\/span><\/p>\n

For eksempel var XAIA's empatiske reaktion p\u00e5 en deltagers oplevelse af at f\u00f8le sig udenfor: \"Jeg er ked af at h\u00f8re, at du f\u00f8lte dig afvist p\u00e5 en s\u00e5 definitiv m\u00e5de, is\u00e6r n\u00e5r du forfulgte det, der er vigtigt for dig. Det m\u00e5 have v\u00e6ret en h\u00e5rd oplevelse.\"<\/span><\/p>\n

Forskerne udf\u00f8rte en kvalitativ tematisk analyse af deltagernes feedback, som viste en generel p\u00e5sk\u00f8nnelse af AI'ens ikke-d\u00f8mmende natur og kvaliteten af VR-milj\u00f8erne.\u00a0<\/span><\/p>\n

Nogle sagde, at XAIA kunne v\u00e6re et v\u00e6rdifuldt alternativ til traditionel terapi, is\u00e6r for dem, der \u00f8nsker anonymitet, eller som er tilbageholdende med at deltage i sessioner ansigt til ansigt.\u00a0<\/span><\/p>\n

Andre fremh\u00e6vede vigtigheden af menneskelig interaktion og de unikke fordele ved at komme i kontakt med en menneskelig terapeut.<\/span><\/p>\n

Unders\u00f8gelsen identificerede ogs\u00e5 omr\u00e5der, der kunne forbedres, f.eks. AI'ens tendens til at stille for mange sp\u00f8rgsm\u00e5l til deltagerne eller til ikke at udforske f\u00f8lelsesm\u00e6ssige reaktioner p\u00e5 vigtige livsbegivenheder.\u00a0<\/span><\/p>\n

Brennan Spiegel uddybede v\u00e6rkt\u00f8jets mission og forklarede: \"Selvom denne teknologi ikke er beregnet til at erstatte psykologer - men snarere supplere dem - skabte vi XAIA med adgang for \u00f8je og sikrede, at teknologien kan give meningsfuld st\u00f8tte til mental sundhed p\u00e5 tv\u00e6rs af samfund.\"<\/span><\/p>\n

Det virker som et interessant udgangspunkt for en dybere udforskning af fordybende terapimilj\u00f8er, som helt sikkert kan v\u00e6re til gavn for nogle, der ikke kan f\u00e5 adgang til personlig terapi eller \u00f8nsker at forblive private og anonyme i deres diskussioner.<\/p>\n

AI til analyse af terapisamtaler<\/h2>\n

Ud over at fungere som terapeut er AI blevet brugt til at analysere dynamikken i rigtige terapisamtaler.\u00a0<\/span><\/p>\n

I en unders\u00f8gelse fra 2023 brugte forskere AI til at skr\u00e6lle lagene af psykoterapisessioner og afsl\u00f8rede, hvordan visse talem\u00f8nstre kan v\u00e6re n\u00f8glen til at forst\u00e5 b\u00e5ndet mellem terapeuter og deres patienter.<\/span><\/p>\n

Drivkraften bag denne forskning stammer fra et mange\u00e5rigt dilemma i psykoterapi: Hvordan kan vi n\u00f8jagtigt m\u00e5le og forbedre den terapeutiske alliance?\u00a0<\/span><\/p>\n

Udgivet i <\/span>Tidsskriftet iScience<\/span><\/a>Unders\u00f8gelsen viste, hvordan personlige pronominer og t\u00f8ven i talen signalerer dybden af forbindelsen mellem terapeut og patient.<\/span><\/p>\n

Dette udtryk henviser til det v\u00e6sentlige forhold mellem terapeuter og deres patienter, et fundament, der er afg\u00f8rende for effektiv terapi.\u00a0<\/span><\/p>\n

Traditionelt har forst\u00e5elsen af dette forhold v\u00e6ret en subjektiv aff\u00e6re, der bygger p\u00e5 personlige beretninger og tredjepartsobservationer, som, selvom de er v\u00e6rdifulde, kan g\u00e5 glip af den flydende dynamik i faktiske terapisessioner.\u00a0<\/span><\/p>\n

Forskere fra Icahn School of Medicine p\u00e5 Mount Sinai s\u00e5 en mulighed for at bruge maskinl\u00e6ring til at afklare, hvad der f\u00e5r terapeutisk kommunikation til at virke.<\/span><\/p>\n

Unders\u00f8gelsen fandt sted p\u00e5 klinikker i New York City og involverede 28 patienter og 18 terapeuter, der deltog i en r\u00e6kke forskellige terapisessioner. F\u00f8r sessionerne gik i gang, reflekterede patienterne over deres tidligere terapeutiske forhold og tilknytningsstile gennem online-unders\u00f8gelser.<\/span><\/p>\n

Forskerne brugte maskinl\u00e6ring til at analysere sessionsudskrifter ved hj\u00e6lp af naturlig sprogbehandling (NLP) og fokuserede p\u00e5 brugen af pronominer som \"jeg\" og \"vi\" og ikke-flydende mark\u00f8rer som \"um\" og \"like\".<\/span><\/p>\n

Den m\u00e5de, terapeuter og patienter brugte personlige pronominer p\u00e5, s\u00e5 ud til at p\u00e5virke alliancen.\u00a0<\/span><\/p>\n

For eksempel viste unders\u00f8gelsen, at n\u00e5r terapeuterne ofte brugte \"vi\", forbedrede det ikke altid alliancen, som man kunne forvente, is\u00e6r i tilf\u00e6lde, der involverede personlighedsforstyrrelser. Det modsiger den s\u00e6dvanlige antagelse om, at inkluderende sprog automatisk styrker forbindelserne.<\/span><\/p>\n

Desuden var begge parters overdrevne afh\u00e6ngighed af \"jeg\" forbundet med lavere alliancevurderinger, hvilket antyder de potentielle faldgruber ved for meget selvfokusering i terapisessioner.\u00a0<\/span><\/p>\n

Forfatterne skrev: \"Vores prim\u00e6re fund var, at hyppigere brug af f\u00f8rstepersonspronomen hos b\u00e5de terapeuter og patienter (\"vi\", \"jeg g\u00f8r\", \"jeg tror\", \"n\u00e5r jeg\") karakteriserede sessioner med lavere alliancevurderinger.\"<\/span><\/p>\n

Et uventet resultat var, at t\u00f8ven, der ofte ses som en negativ mark\u00f8r for samtale, var forbundet med h\u00f8jere alliancevurderinger, hvilket tyder p\u00e5, at pause kan fremme autenticitet og engagement. <\/span><\/p>\n

Tidligere forskning har vist, at pauser er en vigtig del af en virkelig tankev\u00e6kkende samtale.\u00a0<\/span><\/p>\n

Med forskernes ord: \"Vi fandt, at en h\u00f8jere grad af ikke-flydende tale hos patienterne (f.eks. \"er som\", \"umm\"), men ikke hos terapeuterne, kendetegnede sessioner med h\u00f8jere alliancevurderinger fra patienternes side.\"<\/span><\/p>\n

Forskerne advarede ogs\u00e5 om, at unders\u00f8gelsens omfang og observationskarakter betyder, at disse sammenh\u00e6nge ikke er helt p\u00e5lidelige.\u00a0<\/span><\/p>\n

AI er blevet brugt til taleanalyse i medicinske sammenh\u00e6nge, som f.eks. da forskere fra UCL og University of Oxford udviklede en <\/span>model til at opdage potentiel skizofreni<\/span><\/a> fra talem\u00f8nstre.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

Forskere fra Cedars-Sinai har udviklet et virtual reality (VR) AI-v\u00e6rkt\u00f8j til st\u00f8tte for mental sundhed ved navn eXtended-reality Artificial Intelligence Assistant (XAIA). Unders\u00f8gelsen fra forskere fra Cedars-Sinai, ledet af Brennan M. R. Spiegel, og offentliggjort i Nature's npj Digital Medicine, brugte AI, spatial computing og VR til at fordybe brugerne i beroligende, naturinspirerede omgivelser, hvor de deltager i terapeutiske samtaler med en AI-avatar. Systemet brugte GPT-4 til at tilbyde fordybende terapisessioner til 14 personer, der oplevede mild til moderat angst eller depression. Der er adgang til XAIA via Apple Vision Pro VR-headsettet. Den ledende forsker Brennan Spiegel, MD, MSHS, skrev i<\/p>","protected":false},"author":2,"featured_media":10005,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[144,534],"class_list":["post-10004","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-nlp","tag-therapy"],"yoast_head":"\nResearchers develop an immersive AI therapy system named XAIA | DailyAI<\/title>\n<meta name=\"description\" content=\"Researchers from Cedars-Sinai developed a virtual reality (VR) AI mental health support tool named the eXtended-reality Artificial Intelligence Assistant (XAIA).\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/da\/2024\/02\/researchers-develop-an-immersive-ai-therapy-system-named-xaia\/\" \/>\n<meta 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