{"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\/sv\/2024\/02\/researchers-develop-an-immersive-ai-therapy-system-named-xaia\/","title":{"rendered":"Forskare utvecklar ett uppslukande AI-behandlingssystem med namnet XAIA"},"content":{"rendered":"

Forskare fr\u00e5n Cedars-Sinai har utvecklat ett AI-st\u00f6dverktyg f\u00f6r psykisk h\u00e4lsa i virtual reality (VR) som kallas eXtended-reality Artificial Intelligence Assistant (XAIA).\u00a0<\/b><\/p>\n

Den studie<\/a> fr\u00e5n forskare fr\u00e5n Cedars-Sinai, under ledning av Brennan M. R. Spiegel, och publicerades i Nature's <\/span>npj Digital medicin<\/span>anv\u00e4nde AI, spatial computing och VR f\u00f6r att l\u00e5ta anv\u00e4ndarna f\u00f6rdjupa sig i lugnande, naturinspirerade milj\u00f6er d\u00e4r de kan delta i terapeutiska samtal med en AI-avatar.\u00a0<\/span><\/p>\n

Systemet anv\u00e4nde GPT-4 f\u00f6r att erbjuda uppslukande terapisessioner till 14 personer med mild till m\u00e5ttlig \u00e5ngest eller depression. XAIA kan n\u00e5s med Apple Vision Pro VR-headset.<\/span><\/p>\n

Huvudforskare Brennan Spiegel, MD, MSHS<\/a>skrev han i en blogg p\u00e5 Cedars-Sinai: \"Apple Vision Pro erbjuder en ink\u00f6rsport till Xaias v\u00e4rld av uppslukande, interaktivt st\u00f6d f\u00f6r beteendeh\u00e4lsa - en utveckling som jag bara kan beskriva som ett kvantspr\u00e5ng j\u00e4mf\u00f6rt med tidigare teknik.\"<\/p>\n

Han fortsatte: \"Med Xaia och den fantastiska sk\u00e4rmen i Apple Vision Pro kan vi utnyttja varje pixel i den enast\u00e5ende uppl\u00f6sningen och hela spektrumet av levande f\u00e4rger f\u00f6r att skapa en form av uppslukande terapi som \u00e4r engagerande och djupt personlig.\"<\/p>\n

F\u00f6r att tr\u00e4na AI:n anv\u00e4nde Spiegel och hans team transkriptioner fr\u00e5n sessioner med kognitiv beteendeterapi (KBT) som genomf\u00f6rts av erfarna terapeuter, med fokus p\u00e5 empati, validering och effektiv kommunikation.\u00a0<\/span><\/p>\n

AI:ns svar f\u00f6rfinades ytterligare genom iterativ testning, d\u00e4r terapeuter spelade olika kliniska scenarier i rollspel. Detta ledde till en kontinuerlig f\u00f6rb\u00e4ttring av systemets psykoterapeutiska kommunikation.<\/span><\/p>\n

\"AI
Forskare anv\u00e4nde spatial computing, VR och AI (GPT-4) f\u00f6r att bygga en uppslukande chatbot f\u00f6r terapi. K\u00e4llan \u00e4r: Natur<\/a>.<\/figcaption><\/figure>\n

Deltagarna diskuterade olika \u00e4mnen med AI:n, vilket gjorde det m\u00f6jligt f\u00f6r forskarna att dokumentera AI:ns till\u00e4mpning av psykoterapeutiska tekniker. I stort sett noterades XAIA f\u00f6r sin f\u00f6rm\u00e5ga att uttrycka empati, sympati och validering, vilket f\u00f6rb\u00e4ttrade den terapeutiska upplevelsen.\u00a0<\/span><\/p>\n

XAIA:s empatiska svar p\u00e5 en deltagares upplevelse av att k\u00e4nna sig utanf\u00f6r var till exempel: \"Jag \u00e4r ledsen att h\u00f6ra att du k\u00e4nde dig avvisad p\u00e5 ett s\u00e5 definitivt s\u00e4tt, s\u00e4rskilt n\u00e4r du str\u00e4vade efter det som \u00e4r viktigt f\u00f6r dig. Det m\u00e5ste ha varit en tuff upplevelse.\"<\/span><\/p>\n

Forskarna genomf\u00f6rde en kvalitativ tematisk analys av deltagarnas feedback, som visade att de generellt uppskattade AI:ns icke-d\u00f6mande karakt\u00e4r och kvaliteten p\u00e5 VR-milj\u00f6erna.\u00a0<\/span><\/p>\n

Vissa menar att XAIA kan vara ett v\u00e4rdefullt alternativ till traditionell terapi, s\u00e4rskilt f\u00f6r dem som vill vara anonyma eller som inte vill delta i personliga m\u00f6ten.\u00a0<\/span><\/p>\n

Andra lyfte fram vikten av m\u00e4nsklig interaktion och de unika f\u00f6rdelarna med att f\u00e5 kontakt med en m\u00e4nsklig terapeut.<\/span><\/p>\n

Studien identifierade ocks\u00e5 f\u00f6rb\u00e4ttringsomr\u00e5den, till exempel AI:s tendens att st\u00e4lla f\u00f6r m\u00e5nga fr\u00e5gor till deltagarna eller att inte tillr\u00e4ckligt utforska k\u00e4nslom\u00e4ssiga reaktioner p\u00e5 viktiga h\u00e4ndelser i livet.\u00a0<\/span><\/p>\n

Brennan Spiegel utvecklade verktygets uppdrag och klargjorde: \"\u00c4ven om denna teknik inte \u00e4r avsedd att ers\u00e4tta psykologer - utan snarare f\u00f6rst\u00e4rka dem - skapade vi XAIA med tillg\u00e5ng i \u00e5tanke, vilket s\u00e4kerst\u00e4ller att tekniken kan ge meningsfullt st\u00f6d f\u00f6r mental h\u00e4lsa i hela samh\u00e4llen.\"<\/span><\/p>\n

Det verkar som en intressant utg\u00e5ngspunkt f\u00f6r en djupare utforskning av uppslukande terapimilj\u00f6er, som s\u00e4kert skulle kunna gynna vissa som inte kan f\u00e5 tillg\u00e5ng till personlig terapi eller vill vara privata och anonyma i sina diskussioner.<\/p>\n

AI f\u00f6r analys av terapisamtal<\/h2>\n

F\u00f6rutom att agera som terapeut har AI anv\u00e4nts f\u00f6r att analysera dynamiken i verkliga terapisamtal.\u00a0<\/span><\/p>\n

I en studie fr\u00e5n 2023 anv\u00e4nde forskare AI f\u00f6r att skala bort lager av psykoterapisessioner och avsl\u00f6jade hur vissa talm\u00f6nster kan vara nyckeln till att f\u00f6rst\u00e5 bandet mellan terapeuter och deras patienter.<\/span><\/p>\n

Drivkraften bakom denna forskning h\u00e4rr\u00f6r fr\u00e5n ett l\u00e5ngvarigt dilemma inom psykoterapi: hur kan vi exakt m\u00e4ta och f\u00f6rb\u00e4ttra den terapeutiska alliansen?\u00a0<\/span><\/p>\n

Publicerad i tidningen <\/span>tidskriften iScience<\/span><\/a>visade studien hur personliga pronomen och tveksamheter i talet signalerar djupet i relationen mellan terapeut och patient.<\/span><\/p>\n

Denna term syftar p\u00e5 den viktiga relationen mellan terapeuter och deras patienter, en grund som \u00e4r avg\u00f6rande f\u00f6r effektiv terapi.\u00a0<\/span><\/p>\n

Traditionellt har f\u00f6rst\u00e5elsen av detta f\u00f6rh\u00e5llande varit subjektiv och f\u00f6rlitat sig p\u00e5 personliga ber\u00e4ttelser och observationer fr\u00e5n tredje part, som visserligen \u00e4r v\u00e4rdefulla men som kan missa den flytande dynamiken i faktiska terapisessioner.\u00a0<\/span><\/p>\n

Forskare fr\u00e5n Icahn School of Medicine vid Mount Sinai s\u00e5g en m\u00f6jlighet att anv\u00e4nda maskininl\u00e4rning f\u00f6r att klarg\u00f6ra vad som g\u00f6r att terapeutisk kommunikation fungerar.<\/span><\/p>\n

Studien \u00e4gde rum p\u00e5 kliniker i New York City och omfattade 28 patienter och 18 terapeuter som deltog i olika terapisessioner. Innan sessionerna startade reflekterade patienterna \u00f6ver sina tidigare terapeutiska relationer och anknytningsstilar genom online-enk\u00e4ter.<\/span><\/p>\n

Forskarna anv\u00e4nde maskininl\u00e4rning f\u00f6r att analysera sessionsutskrifter med hj\u00e4lp av NLP (Natural Language Processing), med fokus p\u00e5 anv\u00e4ndningen av pronomen som \"jag\" och \"vi\" och icke-flytande mark\u00f6rer som \"um\" och \"like\".<\/span><\/p>\n

Det s\u00e4tt p\u00e5 vilket terapeuter och patienter anv\u00e4nde personliga pronomen verkade p\u00e5verka alliansen.\u00a0<\/span><\/p>\n

Studien visade t.ex. att n\u00e4r terapeuter ofta anv\u00e4nde \"vi\" st\u00e4rkte det inte alltid alliansen som man kunde f\u00f6rv\u00e4nta sig, s\u00e4rskilt inte i fall som r\u00f6rde personlighetsst\u00f6rningar. Detta mots\u00e4ger det vanliga antagandet att ett inkluderande spr\u00e5k automatiskt st\u00e4rker kontakterna.<\/span><\/p>\n

Dessutom var endera partens \u00f6vertro p\u00e5 \"jag\" kopplad till l\u00e4gre alliansbetyg, vilket antyder de potentiella fallgroparna med f\u00f6r mycket sj\u00e4lvfokus i terapisessioner.\u00a0<\/span><\/p>\n

F\u00f6rfattarna skrev: \"V\u00e5rt prim\u00e4ra resultat var att mer frekvent anv\u00e4ndning av f\u00f6rstapersonspronomen hos b\u00e5de terapeuter och patienter (\"vi\", \"jag g\u00f6r\", \"jag t\u00e4nker\", \"n\u00e4r jag\") k\u00e4nnetecknade sessioner med l\u00e4gre alliansbetyg.\"<\/span><\/p>\n

Ett ov\u00e4ntat resultat var att tveksamheter, som ofta ses som en negativ mark\u00f6r f\u00f6r samtal, var f\u00f6rknippade med h\u00f6gre alliansbetyg, vilket tyder p\u00e5 att pauser kan fr\u00e4mja \u00e4kthet och engagemang. <\/span><\/p>\n

Tidigare forskning har visat att pauser \u00e4r en viktig del av ett genuint genomt\u00e4nkt samtal.\u00a0<\/span><\/p>\n

Forskarnas egna ord: \"Vi fann att h\u00f6gre icke-flytande hos patienter (t.ex. \"\u00e4r som\", \"umm\"), men inte hos terapeuter, k\u00e4nnetecknade sessioner med h\u00f6gre alliansv\u00e4rderingar av patienter.\"<\/span><\/p>\n

Forskarna varnade ocks\u00e5 f\u00f6r att studiens omfattning och observationskarakt\u00e4r inneb\u00e4r att dessa korrelationer inte \u00e4r helt tillf\u00f6rlitliga.\u00a0<\/span><\/p>\n

AI har anv\u00e4nts f\u00f6r talanalys i medicinska sammanhang, till exempel n\u00e4r forskare fr\u00e5n UCL och University of Oxford utvecklade en <\/span>modell f\u00f6r att uppt\u00e4cka potentiell schizofreni<\/span><\/a> fr\u00e5n talm\u00f6nster.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

Forskare fr\u00e5n Cedars-Sinai har utvecklat ett AI-st\u00f6dverktyg f\u00f6r psykisk h\u00e4lsa i virtuell verklighet (VR) som kallas eXtended-reality Artificial Intelligence Assistant (XAIA). Studien fr\u00e5n forskare fr\u00e5n Cedars-Sinai, ledd av Brennan M. R. Spiegel, och publicerad i Nature's npj Digital Medicine, anv\u00e4nde AI, spatial computing och VR f\u00f6r att f\u00f6rdjupa anv\u00e4ndarna i lugnande, naturinspirerade milj\u00f6er d\u00e4r de deltar i terapeutiska samtal med en AI-avatar. Systemet anv\u00e4nde GPT-4 f\u00f6r att erbjuda uppslukande terapisessioner till 14 personer med mild till m\u00e5ttlig \u00e5ngest eller depression. XAIA kan n\u00e5s via Apple Vision Pro VR-headset. Huvudforskaren 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\/sv\/2024\/02\/researchers-develop-an-immersive-ai-therapy-system-named-xaia\/\" \/>\n<meta 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