A medicina está pronta para a IA? Médicos, cientistas da computação e formuladores de políticas estão cautelosamente otimistas
Com a conversa sobre inteligência artificial agora popular, a conferência 2023 MIT-MGB AI Cures viu o público dobrar em relação aos anos anteriores.
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)
Os palestrantes do MIT-MGB AI Cures e os membros seniores do comitê consultivo ficam lado a lado. Da esquerda para a direita: Paul Anderson, Regina Barzilay, David Bates, Terry Ragon, Anne Klibanski, Jonathan Kraft, Mark Schwartz, Susan Hockfield e Phillip Sharp. Créditos:Imagem cortesia da Clínica Jameel.
O advento de modelos generativos de inteligência artificial, como o ChatGPT, levou a novos pedidos de IA na área da saúde, e sua base de apoio parece estar se ampliando.
A segunda Conferência Anual de Curas de IA do MIT-MGB , organizada em 24 de abril pela Abdul Latif Jameel Clinic for Machine Learning in Health (Jameel Clinic), viu sua participação quase dobrar este ano, com mais de 500 participantes de várias origens em ciência da computação , medicina, produtos farmacêuticos e política.
Em contraste com o tempo nublado de Boston naquela manhã, muitos dos palestrantes tiveram uma visão otimista da IA ??na saúde e reiteraram duas ideias-chave ao longo do dia: que a IA tem o potencial de criar um sistema de saúde mais equitativo, e a IA vencerá. Não substituiremos os médicos em breve - mas os médicos que sabem como usar a IA acabarão substituindo os médicos que não incorporam a IA em sua prática diária.
"Colaborações com nossos parceiros no governo, especialmente colaborações na interseção de política e inovação, são essenciais para o nosso trabalho", declarou a reitora do MIT, Cynthia Barnhart, em seu discurso de abertura para o público. "Todas as atividades pioneiras que você ouvirá hoje me deixa muito esperançoso para o futuro da saúde humana.”
Os comentários da presidente e CEO do Massachusetts General Brigham (MGB), Anne Klibanski, refletiram um otimismo semelhante: “Temos visionários aqui na IA, temos visionários aqui na área da saúde. Se este grupo não consegue se reunir de forma significativa para impactar os cuidados de saúde, temos que nos perguntar por que estamos aqui... este é um momento em que temos que repensar os cuidados de saúde.” Klibanski chamou a atenção para o trabalho da líder do corpo docente da Jameel Clinic AI, co-presidente da AI Cures e da professora do MIT Regina Barzilay e da diretora do MGB Center for Innovation in Early Cancer Detection, Lecia Sequist, cuja pesquisa em avaliação de risco de câncer de pulmão é um exemplo de como o a colaboração contínua entre o MIT e o MGB pode produzir resultados frutíferos para o futuro da IA ??na medicina.
“A IA vai ser a única coisa que cura tudo com nosso sistema de saúde debilitado?” perguntou a recém-empossada Secretária de Saúde e Serviços Humanos de Massachusetts, Kate Walsh. “Acho que não, mas acho que é um ótimo lugar para começar.” Walsh destacou a pandemia como um alerta para o sistema de saúde e concentrou-se no potencial da IA ??para estabelecer cuidados mais equitativos, principalmente para pessoas com deficiência, bem como aumentar uma força de trabalho já sobrecarregada. “Temos absolutamente que fazer melhor... A IA pode examinar as populações e desenvolver insights sobre onde o sistema de saúde está falhando e redistribuir o sistema de saúde para que ele possa fazer mais.”
Barzilay chamou a atenção para a ausência marcante de IA na área da saúde hoje, com referência à Lei Sem Surpresas implementada no ano passado, que exige que as seguradoras sejam transparentes sobre os códigos de cobrança. “A FDA aprovou mais de 500 ferramentas de IA nos últimos anos e, dos 500 modelos, apenas 10 têm códigos de faturamento associados que são realmente usados”, disse ela. “O que isso mostra é que o resultado da IA ??em pacientes é realmente limitado, e minha esperança é que esta conferência reúna pessoas que desenvolvem IA, médicos que trazem inovações para pacientes, reguladores e pessoas da biotecnologia que traduzem essas inovações em produtos . Com este fórum, temos a chance de mudar isso.”
Apesar do entusiasmo, os palestrantes não adoçaram os riscos potenciais, nem minimizaram a importância da segurança no desenvolvimento e implementação de ferramentas clínicas de IA.
“Há quem pense que a IA resolverá todos os problemas do mundo no setor de saúde, substituirá os médicos do mundo e revolucionará os cuidados com a saúde. E então você tem o outro lado do espectro que diz o quão ruim a IA é para nossa economia e como ela vai dominar o mundo, desenvolvendo uma inteligência própria ”, investigador principal da Jameel Clinic, palestrante do AI Cures e professor Collin do MIT disse Stultz. “Nenhum desses conceitos é novo, mas como a maioria das coisas na vida, a verdade está em algum lugar no meio.”
"Sempre há possíveis consequências não intencionais", afirmou o CEO da Cambridge Health Alliance e o Comissário de Saúde Pública de Cambridge, Assaad Sayah, durante o painel regulatório da conferência. "No final das contas, é difícil prever quais são as possíveis consequências e as salvaguardas apropriadas... muitas coisas são realmente inapropriadamente desiguais para certas subpopulações... há tantos dados que têm sido difíceis de conter. Eu imploraria a todos vocês que mantivessem isso em mente."