{"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\/nb\/2024\/02\/researchers-develop-an-immersive-ai-therapy-system-named-xaia\/","title":{"rendered":"Forskere utvikler et oppslukende AI-behandlingssystem kalt XAIA"},"content":{"rendered":"

Forskere fra Cedars-Sinai har utviklet et AI-st\u00f8tteverkt\u00f8y for psykisk helse i virtuell virkelighet (VR), kalt eXtended-reality Artificial Intelligence Assistant (XAIA).\u00a0<\/b><\/p>\n

Den studie<\/a> fra forskere fra Cedars-Sinai, ledet av Brennan M. R. Spiegel, og publisert i Nature's <\/span>npj Digital medisin<\/span>, brukte AI, romlig databehandling og VR for \u00e5 fordype brukerne i beroligende, naturinspirerte omgivelser der de kan delta i terapeutiske samtaler med en AI-avatar.\u00a0<\/span><\/p>\n

Systemet brukte GPT-4 til \u00e5 tilby oppslukende terapitimer til 14 personer med mild til moderat angst eller depresjon. XAIA kan brukes med Apple Vision Pro VR-hodesettet.<\/span><\/p>\n

Hovedforsker Brennan Spiegel, MD, MSHS<\/a>skrev i en blogg p\u00e5 Cedars-Sinai: \"Apple Vision Pro tilbyr en inngangsport til Xaias verden av oppslukende, interaktiv atferdsbasert helsest\u00f8tte - noe jeg bare kan beskrive som et kvantesprang fra tidligere teknologier.\"<\/p>\n

Han fortsatte: \"Med Xaia og den fantastiske skjermen i Apple Vision Pro kan vi utnytte hver eneste piksel i den bemerkelsesverdige oppl\u00f8sningen og hele spekteret av levende farger til \u00e5 skape en form for oppslukende terapi som er engasjerende og dypt personlig.\"<\/p>\n

For \u00e5 trene opp den kunstige intelligensen brukte Spiegel og teamet hans transkripsjoner fra kognitiv atferdsterapi (CBT) utf\u00f8rt av erfarne terapeuter, med fokus p\u00e5 empati, validering og effektiv kommunikasjon.\u00a0<\/span><\/p>\n

Den kunstige intelligensens responser ble videreutviklet gjennom iterativ testing, der terapeuter rollespilte ulike kliniske scenarier. Dette f\u00f8rte til en kontinuerlig forbedring av systemets psykoterapeutiske kommunikasjon.<\/span><\/p>\n

\"AI
Forskere brukte romlig databehandling, VR og kunstig intelligens (GPT-4) til \u00e5 bygge en oppslukende chatbot for terapi. Kilde: Natur<\/a>.<\/figcaption><\/figure>\n

Deltakerne diskuterte ulike temaer med den kunstige intelligensen, noe som gjorde det mulig for forskerne \u00e5 dokumentere den kunstige intelligensens anvendelse av psykoterapeutiske teknikker. I det store og hele ble XAIA lagt merke til for sin evne til \u00e5 uttrykke empati, sympati og validering, noe som forsterket den terapeutiske opplevelsen.\u00a0<\/span><\/p>\n

XAIAs empatiske respons p\u00e5 en deltakers opplevelse av \u00e5 f\u00f8le seg utenfor var for eksempel: \"Jeg er lei for \u00e5 h\u00f8re at du f\u00f8lte deg avvist p\u00e5 en s\u00e5 definitiv m\u00e5te, spesielt n\u00e5r du var opptatt av det som er viktig for deg. Det m\u00e5 ha v\u00e6rt en t\u00f8ff opplevelse.\"<\/span><\/p>\n

Forskerne utf\u00f8rte en kvalitativ tematisk analyse av deltakernes tilbakemeldinger, som viste at de generelt satte pris p\u00e5 den kunstige intelligensens ikke-d\u00f8mmende natur og kvaliteten p\u00e5 VR-milj\u00f8ene.\u00a0<\/span><\/p>\n

Noen sa at XAIA kan v\u00e6re et verdifullt alternativ til tradisjonell terapi, s\u00e6rlig for dem som \u00f8nsker anonymitet eller som kvier seg for \u00e5 delta i ansikt-til-ansikt-samtaler.\u00a0<\/span><\/p>\n

Andre fremhevet viktigheten av menneskelig interaksjon og de unike fordelene ved \u00e5 f\u00e5 kontakt med en menneskelig terapeut.<\/span><\/p>\n

Studien identifiserte ogs\u00e5 forbedringsomr\u00e5der, for eksempel AI-enes tendens til \u00e5 stille deltakerne for mange sp\u00f8rsm\u00e5l eller ikke utforske f\u00f8lelsesmessige reaksjoner p\u00e5 viktige livshendelser i tilstrekkelig grad.\u00a0<\/span><\/p>\n

Brennan Spiegel utdypet verkt\u00f8yets form\u00e5l: \"Selv om denne teknologien ikke er ment \u00e5 erstatte psykologer - men snarere supplere dem - skapte vi XAIA med tanke p\u00e5 tilgang, slik at teknologien kan gi meningsfull st\u00f8tte til psykisk helse p\u00e5 tvers av lokalsamfunn.\"<\/span><\/p>\n

Det virker som et interessant utgangspunkt for en dypere utforskning av fordypende terapimilj\u00f8er, noe som absolutt kan v\u00e6re til nytte for noen som ikke har tilgang til personlig terapi eller som \u00f8nsker \u00e5 v\u00e6re private og anonyme i samtalene sine.<\/p>\n

AI for analyse av terapisamtaler<\/h2>\n

I tillegg til \u00e5 fungere som terapeut, har AI blitt brukt til \u00e5 analysere dynamikken i reelle terapisamtaler.\u00a0<\/span><\/p>\n

I en studie fra 2023 brukte forskere kunstig intelligens til \u00e5 avdekke hvordan visse talem\u00f8nstre kan v\u00e6re n\u00f8kkelen til \u00e5 forst\u00e5 b\u00e5ndet mellom terapeuter og pasienter.<\/span><\/p>\n

Drivkraften bak denne forskningen stammer fra et gammelt dilemma i psykoterapi: Hvordan kan vi m\u00e5le og forbedre den terapeutiske alliansen p\u00e5 en presis m\u00e5te?\u00a0<\/span><\/p>\n

Publisert i <\/span>tidsskriftet iScience<\/span><\/a>Studien viste hvordan personlige pronomen og n\u00f8lende tale signaliserer dybden i relasjonen mellom terapeut og pasient.<\/span><\/p>\n

Dette begrepet refererer til den essensielle relasjonen mellom terapeuter og pasienter, et fundament som er avgj\u00f8rende for effektiv terapi.\u00a0<\/span><\/p>\n

Tradisjonelt har forst\u00e5elsen av dette forholdet v\u00e6rt en subjektiv aff\u00e6re, basert p\u00e5 personlige beretninger og tredjepartsobservasjoner, som, selv om de er verdifulle, kan g\u00e5 glipp av den flytende dynamikken i faktiske terapitimer.\u00a0<\/span><\/p>\n

Forskere fra Icahn School of Medicine ved Mount Sinai s\u00e5 en mulighet til \u00e5 bruke maskinl\u00e6ring for \u00e5 finne ut hva som f\u00e5r terapeutisk kommunikasjon til \u00e5 fungere.<\/span><\/p>\n

Studien fant sted p\u00e5 klinikker i New York City, og involverte 28 pasienter og 18 terapeuter som deltok i en rekke ulike terapitimer. F\u00f8r timene startet, reflekterte pasientene over sine tidligere terapeutiske relasjoner og tilknytningsstiler gjennom nettbaserte sp\u00f8rreunders\u00f8kelser.<\/span><\/p>\n

Forskerne brukte maskinl\u00e6ring til \u00e5 analysere transkripsjonene ved hjelp av naturlig spr\u00e5kbehandling (NLP), med fokus p\u00e5 bruken av pronomen som \"jeg\" og \"vi\" og ikke-flytende mark\u00f8rer som \"um\" og \"som\".<\/span><\/p>\n

M\u00e5ten terapeuter og pasienter brukte personlige pronomen p\u00e5, s\u00e5 ut til \u00e5 p\u00e5virke alliansen.\u00a0<\/span><\/p>\n

Studien viste for eksempel at n\u00e5r terapeuter ofte brukte \"vi\", styrket det ikke alltid alliansen slik man kunne forvente, s\u00e6rlig ikke i tilfeller som involverte personlighetsforstyrrelser. Dette strider mot den vanlige antakelsen om at inkluderende spr\u00e5k automatisk styrker alliansen.<\/span><\/p>\n

I tillegg var begge parters overdrevne fokus p\u00e5 \"jeg\" knyttet til lavere alliansevurderinger, noe som antyder de potensielle fallgruvene ved for mye selvfokus i terapitimene.\u00a0<\/span><\/p>\n

Forfatterne skrev: \"V\u00e5rt prim\u00e6re funn var at hyppigere bruk av f\u00f8rstepersonspronomen hos b\u00e5de terapeuter og pasienter (\"vi\", \"jeg gj\u00f8r\", \"jeg tror\", \"n\u00e5r jeg\") kjennetegnet sesjoner med lavere alliansevurderinger.\"<\/span><\/p>\n

Et uventet funn var at n\u00f8ling, som ofte blir sett p\u00e5 som en negativ mark\u00f8r for en samtale, var forbundet med h\u00f8yere alliansevurderinger, noe som tyder p\u00e5 at pauser kan fremme autentisitet og engasjement. <\/span><\/p>\n

Tidligere forskning har vist at pauser er en viktig del av en genuint gjennomtenkt samtale.\u00a0<\/span><\/p>\n

Forskerne sier det slik \"Vi fant at h\u00f8yere grad av ikke-flyt hos pasientene (f.eks. \"er som\", \"umm\"), men ikke hos terapeutene, kjennetegnet sesjoner med h\u00f8yere alliansevurderinger fra pasientenes side.\"<\/span><\/p>\n

Forskerne advarte ogs\u00e5 om at studiens omfang og observasjonskarakter betyr at disse sammenhengene ikke er helt p\u00e5litelige.\u00a0<\/span><\/p>\n

AI har blitt brukt til taleanalyse i medisinske sammenhenger, for eksempel da forskere fra UCL og University of Oxford utviklet en <\/span>modell for \u00e5 oppdage potensiell schizofreni<\/span><\/a> fra talem\u00f8nstre.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

Forskere fra Cedars-Sinai har utviklet et AI-st\u00f8tteverkt\u00f8y for mental helse i virtuell virkelighet (VR), kalt eXtended-reality Artificial Intelligence Assistant (XAIA). Studien fra forskere fra Cedars-Sinai, ledet av Brennan M. R. Spiegel, og publisert i Nature's npj Digital Medicine, brukte AI, romlig databehandling og VR for \u00e5 fordype brukerne i beroligende, naturinspirerte omgivelser der de deltar i terapeutiske samtaler med en AI-avatar. Systemet brukte GPT-4 til \u00e5 tilby oppslukende terapitimer til 14 personer med mild til moderat angst eller depresjon. XAIA kan brukes med Apple Vision Pro VR-hodesettet. Hovedforsker 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\/nb\/2024\/02\/researchers-develop-an-immersive-ai-therapy-system-named-xaia\/\" \/>\n<meta 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