{"id":10460,"date":"2024-03-04T10:15:23","date_gmt":"2024-03-04T10:15:23","guid":{"rendered":"https:\/\/dailyai.com\/?p=10460"},"modified":"2024-03-04T10:15:23","modified_gmt":"2024-03-04T10:15:23","slug":"ai-smartphone-app-can-detect-depression-from-facial-cues","status":"publish","type":"post","link":"https:\/\/dailyai.com\/es\/2024\/03\/ai-smartphone-app-can-detect-depression-from-facial-cues\/","title":{"rendered":"Una aplicaci\u00f3n de inteligencia artificial puede detectar la depresi\u00f3n a partir de rasgos faciales"},"content":{"rendered":"

Investigadores del Dartmouth College desarrollaron MoodCapture, una aplicaci\u00f3n para tel\u00e9fonos inteligentes que utiliza la IA para analizar los rasgos faciales con el fin de detectar precozmente la depresi\u00f3n.<\/strong><\/p>\n

El estigma asociado a salud mental<\/a> es una de las principales razones por las que la gente pone buena cara, incluso cuando se siente mal. Tambi\u00e9n por eso nos esforzamos m\u00e1s por sonre\u00edr cuando interactuamos con otras personas o nos hacemos un selfie que vamos a publicar en las redes sociales.<\/p>\n

Cuando miramos hacia abajo para utilizar el tel\u00e9fono, la mayor\u00eda de las veces no somos conscientes de que hay una c\u00e1mara mir\u00e1ndonos. MoodCapture utiliza la c\u00e1mara frontal de un tel\u00e9fono inteligente para captar peri\u00f3dicamente expresiones faciales aut\u00e9nticas y desprevenidas cuando un usuario desbloquea su tel\u00e9fono. A continuaci\u00f3n, utiliza un algoritmo de inteligencia artificial para detectar continuamente los primeros signos de depresi\u00f3n.<\/p>\n

Los investigadores entrenaron su algoritmo utilizando 125.000 fotos de 177 participantes diagnosticados de trastorno depresivo mayor.<\/p>\n

Las fotos se tomaron durante 90 d\u00edas, mientras los participantes utilizaban una aplicaci\u00f3n en sus tel\u00e9fonos para responder tres veces al d\u00eda a un breve Cuestionario de Salud del Paciente (PHQ-8).<\/p>\n

Cuando el participante respond\u00eda a la pregunta \"Me he sentido deca\u00eddo, deprimido o desesperanzado\", la aplicaci\u00f3n captaba una imagen de su rostro. Los pacientes dieron su consentimiento para que se les tomara la foto, pero no sab\u00edan exactamente cu\u00e1ndo ocurr\u00eda.<\/p>\n

Adem\u00e1s de los rasgos faciales, el modelo de IA tambi\u00e9n se entren\u00f3 en funci\u00f3n del \u00e1ngulo del tel\u00e9fono, el color dominante, las condiciones de iluminaci\u00f3n, la ubicaci\u00f3n de la foto y los elementos de fondo presentes en las fotos.<\/p>\n

Utilizando el aprendizaje autom\u00e1tico y el aprendizaje profundo, los investigadores crearon un modelo que aprendi\u00f3 qu\u00e9 expresiones faciales matizadas y elementos contextuales de fondo se correlacionaban con la depresi\u00f3n.<\/p>\n

\"\"
El modelo de IA que impulsa MoodCapture fue entrenado utilizando fotos de la cara del usuario y elementos de fondo junto con el aprendizaje autom\u00e1tico y el aprendizaje profundo para determinar los niveles de depresi\u00f3n. Fuente: arXiv<\/a><\/figcaption><\/figure>\n

El prototipo de la aplicaci\u00f3n MoodCapture puede detectar con fiabilidad la aparici\u00f3n de la depresi\u00f3n incluso antes de que el usuario sepa que est\u00e1 en riesgo.<\/p>\n

Millones de personas sufren depresi\u00f3n en todo el mundo, y los casos graves son responsables de 800.000 suicidios al a\u00f1o. La detecci\u00f3n precoz de la depresi\u00f3n podr\u00eda hacer que m\u00e1s personas accedieran a una atenci\u00f3n adecuada y oportuna.<\/p>\n

La funcionalidad de la aplicaci\u00f3n es impresionante, pero los investigadores se\u00f1alan en su papel<\/a> que las aplicaciones de control de la salud mental como MoodCapture plantean una serie de problemas \u00e9ticos.<\/p>\n

Si mi tel\u00e9fono detectara que estoy deprimido, estar\u00eda bien que un asistente de inteligencia artificial me diera \u00e1nimos o me recomendara una opci\u00f3n sanitaria. Pero me gustar\u00eda que esa informaci\u00f3n fuera privada.<\/p>\n

La posibilidad de ser objeto de publicidad relacionada con el estado de \u00e1nimo o de que las autoridades hagan un seguimiento de la salud mental a lo Gran Hermano no es tan descabellada si los datos de usuario de la aplicaci\u00f3n quedan al descubierto. A medida que la IA en los dispositivos sea m\u00e1s factible, estos problemas de privacidad ser\u00e1n m\u00e1s f\u00e1ciles de gestionar.<\/p>\n

Las c\u00e1maras mejoradas y la IA integrada podr\u00edan permitir pronto que nuestros tel\u00e9fonos sepan si tenemos un buen d\u00eda o no, aunque nuestros amigos no siempre puedan saberlo.<\/p>","protected":false},"excerpt":{"rendered":"

Investigadores del Dartmouth College han desarrollado MoodCapture, una aplicaci\u00f3n para tel\u00e9fonos inteligentes que utiliza la inteligencia artificial para analizar los rasgos faciales y detectar precozmente la depresi\u00f3n. El estigma asociado a la salud mental es una de las principales razones por las que la gente pone buena cara, incluso cuando se siente mal. Tambi\u00e9n por eso nos esforzamos m\u00e1s por sonre\u00edr cuando interactuamos con la gente o nos hacemos un selfie que pensamos publicar en las redes sociales. Cuando miramos hacia abajo para utilizar el tel\u00e9fono, la mayor\u00eda de las veces no somos conscientes de que hay una c\u00e1mara mir\u00e1ndonos. MoodCapture utiliza la c\u00e1mara frontal de un smartphone para capturar regularmente<\/p>","protected":false},"author":6,"featured_media":10488,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[150,166,101],"class_list":["post-10460","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-benefits","tag-computer-vision","tag-medtech"],"yoast_head":"\nAI smartphone app can detect depression from facial cues | DailyAI<\/title>\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\/es\/2024\/03\/ai-smartphone-app-can-detect-depression-from-facial-cues\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI smartphone app can detect depression from facial cues | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers from Dartmouth College developed MoodCapture, a smartphone app that uses AI to analyze facial features for early detection of depression. 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