{"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\/pt\/2024\/02\/researchers-develop-an-immersive-ai-therapy-system-named-xaia\/","title":{"rendered":"Os investigadores desenvolvem um sistema imersivo de terapia com IA chamado XAIA"},"content":{"rendered":"

Os investigadores do Cedars-Sinai desenvolveram uma ferramenta de apoio \u00e0 sa\u00fade mental com IA de realidade virtual (RV) denominada eXtended-reality Artificial Intelligence Assistant (XAIA).\u00a0<\/b><\/p>\n

O estudo<\/a> de investigadores do Cedars-Sinai, liderados por Brennan M. R. Spiegel, e publicado na revista Nature <\/span>npj Medicina Digital<\/span>utilizou a IA, a computa\u00e7\u00e3o espacial e a RV para imergir os utilizadores em ambientes calmantes, inspirados na natureza, onde participam em conversas terap\u00eauticas com um avatar de IA.\u00a0<\/span><\/p>\n

O sistema utilizou o GPT-4 para oferecer sess\u00f5es de terapia imersiva a 14 indiv\u00edduos com ansiedade ou depress\u00e3o ligeira a moderada. O XAIA pode ser acedido com os auscultadores Vision Pro VR da Apple.<\/span><\/p>\n

Investigador principal Brennan Spiegel, MD, MSHS<\/a>escreveu num blogue do Cedars-Sinai: \"O Apple Vision Pro oferece uma porta de entrada para o mundo da Xaia de apoio imersivo e interativo \u00e0 sa\u00fade comportamental - fazendo progressos que s\u00f3 posso descrever como um salto qu\u00e2ntico para al\u00e9m das tecnologias anteriores.\"<\/p>\n

E continuou: \"Com a Xaia e o fant\u00e1stico ecr\u00e3 do Apple Vision Pro, conseguimos aproveitar cada pixel dessa resolu\u00e7\u00e3o extraordin\u00e1ria e todo o espetro de cores vivas para criar uma forma de terapia imersiva que \u00e9 envolvente e profundamente pessoal.\"<\/p>\n

Para treinar a IA, Spiegel e a sua equipa incorporaram transcri\u00e7\u00f5es de sess\u00f5es de terapia cognitivo-comportamental (TCC) conduzidas por terapeutas experientes, centradas na empatia, valida\u00e7\u00e3o e comunica\u00e7\u00e3o eficaz.\u00a0<\/span><\/p>\n

As respostas da IA foram aperfei\u00e7oadas atrav\u00e9s de testes iterativos, que envolveram terapeutas a representar v\u00e1rios cen\u00e1rios cl\u00ednicos. Isto levou a uma melhoria cont\u00ednua da comunica\u00e7\u00e3o psicoterap\u00eautica do sistema.<\/span><\/p>\n

\"IA
Os investigadores utilizaram a computa\u00e7\u00e3o espacial, a RV e a IA (GPT-4) para criar um chatbot de terapia imersiva. Fonte: Natureza<\/a>.<\/figcaption><\/figure>\n

Os participantes discutiram v\u00e1rios t\u00f3picos com a IA, permitindo aos investigadores documentar a aplica\u00e7\u00e3o de t\u00e9cnicas psicoterap\u00eauticas por parte da IA. De um modo geral, a XAIA destacou-se pela sua capacidade de expressar empatia, simpatia e valida\u00e7\u00e3o, melhorando a experi\u00eancia terap\u00eautica.\u00a0<\/span><\/p>\n

Por exemplo, a resposta emp\u00e1tica de XAIA \u00e0 experi\u00eancia de um participante que se sentiu exclu\u00eddo foi: \"Lamento saber que te sentiste rejeitado de uma forma t\u00e3o definitiva, especialmente quando estavas a perseguir o que \u00e9 importante para ti. Deve ter sido uma experi\u00eancia dif\u00edcil\".<\/span><\/p>\n

Os investigadores efectuaram uma an\u00e1lise tem\u00e1tica qualitativa do feedback dos participantes, sugerindo um apre\u00e7o geral pela natureza n\u00e3o cr\u00edtica da IA e pela qualidade dos ambientes de RV.\u00a0<\/span><\/p>\n

Alguns afirmaram que o XAIA poderia constituir uma alternativa valiosa \u00e0 terapia tradicional, especialmente para as pessoas que procuram o anonimato ou que t\u00eam relut\u00e2ncia em participar em sess\u00f5es presenciais.\u00a0<\/span><\/p>\n

Outros sublinharam a import\u00e2ncia da intera\u00e7\u00e3o humana e os benef\u00edcios \u00fanicos da liga\u00e7\u00e3o com um terapeuta humano.<\/span><\/p>\n

O estudo tamb\u00e9m identificou \u00e1reas a melhorar, como a tend\u00eancia da IA para questionar excessivamente os participantes ou explorar inadequadamente as reac\u00e7\u00f5es emocionais a acontecimentos significativos da vida.\u00a0<\/span><\/p>\n

Brennan Spiegel explicou a miss\u00e3o da ferramenta, esclarecendo: \"Embora esta tecnologia n\u00e3o se destine a substituir os psic\u00f3logos - mas sim a aument\u00e1-los - cri\u00e1mos o XAIA tendo em mente o acesso, assegurando que a tecnologia pode fornecer um apoio significativo \u00e0 sa\u00fade mental em todas as comunidades\".<\/span><\/p>\n

Parece ser um ponto de partida interessante para uma explora\u00e7\u00e3o mais aprofundada dos ambientes de terapia imersiva, que podem certamente beneficiar algumas pessoas que n\u00e3o t\u00eam acesso \u00e0 terapia presencial ou que desejam manter a privacidade e o anonimato nas suas discuss\u00f5es.<\/p>\n

IA para analisar conversas de terapia<\/h2>\n

Para al\u00e9m de atuar como terapeuta, a IA tem sido utilizada para analisar a din\u00e2mica de conversas reais de terapia.\u00a0<\/span><\/p>\n

Num estudo de 2023, os investigadores utilizaram a IA para desvendar as camadas das sess\u00f5es de psicoterapia, revelando que certos padr\u00f5es de discurso podem ser a chave para compreender a liga\u00e7\u00e3o entre os terapeutas e os seus pacientes.<\/span><\/p>\n

A motiva\u00e7\u00e3o subjacente a esta investiga\u00e7\u00e3o deriva de um dilema de longa data em psicoterapia: como podemos avaliar com precis\u00e3o e melhorar a alian\u00e7a terap\u00eautica?\u00a0<\/span><\/p>\n

Publicado no <\/span>revista iScience<\/span><\/a>O estudo mostrou como os pronomes pessoais e as hesita\u00e7\u00f5es na fala sinalizam a profundidade da liga\u00e7\u00e3o terapeuta-paciente.<\/span><\/p>\n

Este termo refere-se \u00e0 rela\u00e7\u00e3o essencial entre os terapeutas e os seus pacientes, uma base fundamental para uma terapia eficaz.\u00a0<\/span><\/p>\n

Tradicionalmente, a compreens\u00e3o desta rela\u00e7\u00e3o tem sido um assunto subjetivo, baseando-se em relatos pessoais e observa\u00e7\u00f5es de terceiros, que, embora valiosos, podem n\u00e3o ter em conta a din\u00e2mica fluida das sess\u00f5es de terapia reais.\u00a0<\/span><\/p>\n

Os investigadores da Icahn School of Medicine at Mount Sinai viram uma oportunidade de utilizar a aprendizagem autom\u00e1tica para clarificar o que faz com que a comunica\u00e7\u00e3o terap\u00eautica funcione.<\/span><\/p>\n

O estudo foi realizado em cl\u00ednicas da cidade de Nova Iorque, envolvendo 28 pacientes e 18 terapeutas que participaram numa variedade de sess\u00f5es de terapia. Antes do in\u00edcio das sess\u00f5es, os pacientes reflectiram sobre as suas rela\u00e7\u00f5es terap\u00eauticas anteriores e estilos de vincula\u00e7\u00e3o atrav\u00e9s de inqu\u00e9ritos online.<\/span><\/p>\n

Os investigadores utilizaram a aprendizagem autom\u00e1tica para analisar as transcri\u00e7\u00f5es das sess\u00f5es utilizando o processamento de linguagem natural (PNL), centrando-se na utiliza\u00e7\u00e3o de pronomes como \"eu\" e \"n\u00f3s\" e de marcadores de n\u00e3o flu\u00eancia como \"um\" e \"como\".<\/span><\/p>\n

A forma como os terapeutas e os pacientes usavam os pronomes pessoais parecia afetar a alian\u00e7a.\u00a0<\/span><\/p>\n

Por exemplo, o estudo descobriu que quando os terapeutas usavam frequentemente \"n\u00f3s\", isso nem sempre melhorava a alian\u00e7a como seria de esperar, especialmente em casos que envolviam perturba\u00e7\u00f5es da personalidade. Isto contraria o pressuposto habitual de que a linguagem inclusiva refor\u00e7a automaticamente as liga\u00e7\u00f5es.<\/span><\/p>\n

Al\u00e9m disso, o facto de uma das partes confiar excessivamente no \"eu\" estava associado a classifica\u00e7\u00f5es de alian\u00e7a mais baixas, o que indicia as potenciais armadilhas de uma concentra\u00e7\u00e3o excessiva no \"eu\" nas sess\u00f5es de terapia.\u00a0<\/span><\/p>\n

Os autores escreveram: \"A nossa principal descoberta foi que o uso mais frequente do pronome na primeira pessoa, tanto nos terapeutas como nos pacientes (\"n\u00f3s\", \"eu fa\u00e7o\", \"eu penso\", \"quando eu\") caracterizou sess\u00f5es com classifica\u00e7\u00f5es de alian\u00e7a mais baixas.\"<\/span><\/p>\n

Uma descoberta inesperada foi o facto de as hesita\u00e7\u00f5es, frequentemente vistas como um marcador negativo da conversa, estarem associadas a classifica\u00e7\u00f5es de alian\u00e7a mais elevadas, o que sugere que a pausa pode promover a autenticidade e o envolvimento. <\/span><\/p>\n

Estudos anteriores conclu\u00edram que as pausas s\u00e3o uma parte fundamental de uma conversa genuinamente ponderada.\u00a0<\/span><\/p>\n

Nas palavras dos investigadores: \"Descobrimos que uma maior n\u00e3o-flu\u00eancia nos pacientes (por exemplo, \"\u00e9 como\", \"umm\"), mas n\u00e3o nos terapeutas, caracterizou sess\u00f5es com classifica\u00e7\u00f5es de alian\u00e7a mais elevadas por parte dos pacientes.\"<\/span><\/p>\n

Os investigadores tamb\u00e9m advertiram que o \u00e2mbito do estudo e a natureza observacional significam que estas correla\u00e7\u00f5es n\u00e3o s\u00e3o completamente fi\u00e1veis.\u00a0<\/span><\/p>\n

A IA tem sido utilizada para a an\u00e1lise da fala em contextos m\u00e9dicos, por exemplo, quando investigadores da UCL e da Universidade de Oxford desenvolveram um <\/span>modelo para detetar potenciais esquizofrenias<\/span><\/a> a partir de padr\u00f5es de discurso.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"

Os investigadores do Cedars-Sinai desenvolveram uma ferramenta de apoio \u00e0 sa\u00fade mental de IA de realidade virtual (RV) denominada eXtended-reality Artificial Intelligence Assistant (XAIA). O estudo dos investigadores do Cedars-Sinai, liderado por Brennan M. R. Spiegel, e publicado na revista Nature's npj Digital Medicine, utilizou a IA, a computa\u00e7\u00e3o espacial e a RV para imergir os utilizadores em ambientes calmantes e inspirados na natureza, onde estes participam em conversas terap\u00eauticas com um avatar de IA. O sistema utilizou o GPT-4 para oferecer sess\u00f5es de terapia imersiva a 14 indiv\u00edduos com ansiedade ou depress\u00e3o ligeira a moderada. O XAIA pode ser acedido com os auscultadores Apple Vision Pro VR. O investigador principal Brennan Spiegel, MD, MSHS, escreveu em<\/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\/pt\/2024\/02\/researchers-develop-an-immersive-ai-therapy-system-named-xaia\/\" 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