{"id":86229,"date":"2024-10-10T22:06:51","date_gmt":"2024-10-10T20:06:51","guid":{"rendered":"https:\/\/zeromagazine.mx\/?p=86229"},"modified":"2024-10-10T22:06:52","modified_gmt":"2024-10-10T20:06:52","slug":"ai-que-cuida-tus-ojitos","status":"publish","type":"post","link":"https:\/\/zeromagazine.mx\/index.php\/2024\/10\/10\/ai-que-cuida-tus-ojitos\/","title":{"rendered":"\u00abAI que Cuida tus Ojitos\u201c"},"content":{"rendered":"<!--themify_builder_content-->\n<div id=\"themify_builder_content-86229\" data-postid=\"86229\" class=\"themify_builder_content themify_builder_content-86229 themify_builder tf_clear\">\n    <\/div>\n<!--\/themify_builder_content-->\n\n\n<p>Okay, seamos realistas, \u00bfqui\u00e9n hubiera pensado que la inteligencia artificial (IA) se convertir\u00eda en una herramienta clave para cuidar nuestros ojitos? Pero adivina qu\u00e9, eso es exactamente lo que est\u00e1 pasando en Guadalajara, Jalisco. El proyecto Retina-IA est\u00e1 combinando IA con telemedicina para la detecci\u00f3n temprana de la retinopat\u00eda diab\u00e9tica, una de esas enfermedades s\u00faper sigilosas que pueden llevar a la ceguera si no tienes cuidado. Esto es un cambio total de juego, especialmente en un pa\u00eds como M\u00e9xico, donde la diabetes es una palabra que escuchamos m\u00e1s a menudo de lo que quisi\u00e9ramos.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u00bfQu\u00e9 es la retinopat\u00eda diab\u00e9tica?<\/h3>\n\n\n\n<p>Primero lo primero, para quienes no est\u00e1n familiarizados, la retinopat\u00eda diab\u00e9tica es una condici\u00f3n que afecta la visi\u00f3n de las personas con diabetes. Es uno de esos asesinos silenciosos porque no tiene s\u00edntomas visibles al principio. Cuando ya te das cuenta de que algo no est\u00e1 bien, es muy posible que la enfermedad est\u00e9 en un estado avanzado y que la p\u00e9rdida de visi\u00f3n sea irreversible.\u00a0<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"320\" height=\"213\" src=\"https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-IA-Retinopatias-Diabeticas-17.jpg?resize=320%2C213&#038;ssl=1\" alt=\"\" class=\"wp-image-86230\" style=\"width:1451px;height:auto\" srcset=\"https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-IA-Retinopatias-Diabeticas-17.jpg?w=320&amp;ssl=1 320w, https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-IA-Retinopatias-Diabeticas-17.jpg?resize=300%2C200&amp;ssl=1 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/><\/figure>\n\n\n\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-5499304793904745\"\n     crossorigin=\"anonymous\"><\/script>\n<ins class=\"adsbygoogle\"\n     style=\"display:block; text-align:center;\"\n     data-ad-layout=\"in-article\"\n     data-ad-format=\"fluid\"\n     data-ad-client=\"ca-pub-5499304793904745\"\n     data-ad-slot=\"5994863093\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n\n\n<p>Lo peor es que M\u00e9xico tiene un serio problema con la diabetes. De acuerdo con la Encuesta Nacional de Salud y Nutrici\u00f3n 2022, un 18.3% de la poblaci\u00f3n padece esta enfermedad. Eso equivale a alrededor de 14.6 millones de personas, \u00a1casi como llenar varias veces el Estadio Azteca! Para el 2030, se estima que esa cifra llegar\u00e1 a 17.2 millones. \u00bfTe imaginas lo que eso significa para la salud p\u00fablica? Por eso, proyectos como Retina-IA son tan importantes.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u00bfQu\u00e9 hace Retina-IA tan especial?<\/h3>\n\n\n\n<p>Lo que hace especial este proyecto es c\u00f3mo est\u00e1 utilizando IA para ayudar a detectar la retinopat\u00eda diab\u00e9tica a tiempo, lo que puede evitar que las personas pierdan la vista. B\u00e1sicamente, el proceso comienza en centros de salud de primer nivel, donde se toman im\u00e1genes del fondo de los ojos de los pacientes. Estas im\u00e1genes luego son analizadas por un algoritmo de deep learning, que est\u00e1 entrenado para detectar signos de la enfermedad.&nbsp;<\/p>\n\n\n\n<p>Si el algoritmo detecta que la retinopat\u00eda est\u00e1 en una etapa avanzada, el paciente es referido a una cl\u00ednica de segundo o tercer nivel para recibir tratamiento especializado. Pero si todo est\u00e1 m\u00e1s chill, puede seguir con su tratamiento regular en su cl\u00ednica local.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u00bfPor qu\u00e9 es tan importante en M\u00e9xico?<\/h3>\n\n\n\n<p>La diabetes tipo II es una preocupaci\u00f3n enorme en M\u00e9xico, y la retinopat\u00eda diab\u00e9tica es una de sus consecuencias m\u00e1s graves. Aqu\u00ed viene lo m\u00e1s loco: cuando alguien es diagnosticado con retinopat\u00eda en un centro de primer nivel, normalmente ya est\u00e1 en una etapa avanzada. Y si pensamos en los tiempos de espera para ser atendidos en una cl\u00ednica de segundo o tercer nivel, estamos hablando de retrasos de hasta seis meses. Durante ese tiempo, la enfermedad sigue avanzando, lo que hace que m\u00e1s del 40% de los casos no se traten a tiempo.&nbsp;<\/p>\n\n\n\n<p>El proyecto Retina-IA se centr\u00f3 en resolver ese problema espec\u00edficamente. Al implementar esta tecnolog\u00eda en tres cl\u00ednicas de \u00e1reas marginadas en Guadalajara entre agosto de 2021 y marzo de 2022, lograron servir a 1,053 personas, de las cuales 54 fueron diagnosticadas con retinopat\u00eda diab\u00e9tica referible. Y, lo mejor de todo, redujeron el tiempo de diagn\u00f3stico de 14 d\u00edas a solo dos d\u00edas. As\u00ed que b\u00e1sicamente, est\u00e1n acortando un proceso que sol\u00eda ser largo y tedioso, salvando m\u00e1s vistas en el camino.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Un impacto econ\u00f3mico (y social) positivo<\/h3>\n\n\n\n<p>Seg\u00fan un an\u00e1lisis costo-beneficio realizado en colaboraci\u00f3n con el Banco Interamericano de Desarrollo (BID), por cada peso que se invirti\u00f3 en el proyecto Retina-IA, la sociedad gener\u00f3 entre 3 y 10 pesos. Esto no solo incluye la tecnolog\u00eda, sino tambi\u00e9n la infraestructura y las personas que hicieron posible este proyecto.&nbsp;<\/p>\n\n\n\n<p>Este tipo de proyectos no solo ayuda a los pacientes a mantener su visi\u00f3n, lo que ya es un beneficio enorme, sino que tambi\u00e9n mejora la productividad laboral. Si una persona puede seguir trabajando, puede seguir contribuyendo a la econom\u00eda, y al mismo tiempo, el sistema de salud se ahorra los costos de tratamientos avanzados y cuidados a largo plazo que vienen con la ceguera.<\/p>\n\n\n\n<p>Adem\u00e1s, esto tambi\u00e9n tiene un gran impacto en la calidad de vida. Prevenir la ceguera no solo mejora la salud f\u00edsica, sino tambi\u00e9n el bienestar emocional tanto de los pacientes como de sus familias. Imag\u00ednate poder seguir viendo el mundo, hacer las cosas que amas y no tener que depender de otras personas para todo.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u00bfC\u00f3mo funciona la tecnolog\u00eda detr\u00e1s de Retina-IA?<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"1165\" height=\"655\" src=\"https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-Retinopatias-Diabeticas-2.jpg?resize=1165%2C655&#038;ssl=1\" alt=\"\" class=\"wp-image-86231\" style=\"width:1451px;height:auto\" srcset=\"https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-Retinopatias-Diabeticas-2.jpg?w=1280&amp;ssl=1 1280w, https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-Retinopatias-Diabeticas-2.jpg?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-Retinopatias-Diabeticas-2.jpg?resize=1024%2C576&amp;ssl=1 1024w, https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-Retinopatias-Diabeticas-2.jpg?resize=768%2C432&amp;ssl=1 768w\" sizes=\"(max-width: 1165px) 100vw, 1165px\" \/><\/figure>\n\n\n\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-5499304793904745\"\n     crossorigin=\"anonymous\"><\/script>\n<ins class=\"adsbygoogle\"\n     style=\"display:block; text-align:center;\"\n     data-ad-layout=\"in-article\"\n     data-ad-format=\"fluid\"\n     data-ad-client=\"ca-pub-5499304793904745\"\n     data-ad-slot=\"5994863093\"><\/ins>\n<script>\n     (adsbygoogle = window.adsbygoogle || []).push({});\n<\/script>\n\n\n\n<p>El proceso de diagn\u00f3stico comienza con una c\u00e1mara que captura im\u00e1genes del fondo del ojo, las cuales luego son analizadas por un algoritmo de deep learning. Este algoritmo ha sido entrenado con miles de im\u00e1genes de retinas, lo que le permite detectar las diferentes etapas de la retinopat\u00eda diab\u00e9tica. Si el algoritmo identifica signos de retinopat\u00eda avanzada (etapas R3 y R4), los pacientes son referidos a cl\u00ednicas de segundo o tercer nivel, donde pueden recibir tratamientos m\u00e1s especializados.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Una soluci\u00f3n escalable y replicable<\/h3>\n\n\n\n<p>El \u00e9xito de este proyecto en Guadalajara ha captado la atenci\u00f3n de varios estados en M\u00e9xico, que ya est\u00e1n mostrando inter\u00e9s en replicar el piloto de Retina-IA. Lo que hace que este proyecto sea tan especial es su capacidad de ser escalable y replicable en otras regiones, no solo en M\u00e9xico sino tambi\u00e9n en otros pa\u00edses emergentes que enfrentan desaf\u00edos similares en su sistema de salud.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">El futuro de la salud con IA<\/h3>\n\n\n\n<p>Con proyectos como Retina-IA, el uso de inteligencia artificial en la salud p\u00fablica est\u00e1 estableciendo nuevos est\u00e1ndares. No solo mejora la precisi\u00f3n y rapidez de los diagn\u00f3sticos, sino que tambi\u00e9n abre un mundo de posibilidades para el uso de tecnolog\u00edas avanzadas en otros campos de la medicina.<\/p>\n\n\n\n<p>Qui\u00e9n sabe, tal vez en un par de a\u00f1os estemos viendo a la IA ayudando a diagnosticar otras enfermedades cr\u00f3nicas, salvando a\u00fan m\u00e1s vidas y mejorando la calidad de vida de las personas. El futuro de la salud se ve brillante, y Retina-IA es solo el comienzo.<\/p>","protected":false},"excerpt":{"rendered":"<p>Okay, seamos realistas, \u00bfqui\u00e9n hubiera pensado que la inteligencia artificial (IA) se convertir\u00eda en una herramienta clave para cuidar nuestros ojitos? Pero adivina qu\u00e9, eso es exactamente lo que est\u00e1 pasando en Guadalajara, Jalisco. El proyecto Retina-IA est\u00e1 combinando IA con telemedicina para la detecci\u00f3n temprana de la retinopat\u00eda diab\u00e9tica, una de esas enfermedades s\u00faper [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":86230,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[45],"tags":[10765,10766,10764],"class_list":["post-86229","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bienestar","tag-prevencion-de-ceguera","tag-proyectos-sociales-con-ai","tag-salud-y-tecnologia","has-post-title","has-post-date","has-post-category","has-post-tag","has-post-comment","has-post-author",""],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>&quot;AI que Cuida tus Ojitos\u201c - Zero Magazine<\/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:\/\/zeromagazine.mx\/index.php\/2024\/10\/10\/ai-que-cuida-tus-ojitos\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"&quot;AI que Cuida tus Ojitos\u201c - Zero Magazine\" \/>\n<meta property=\"og:description\" content=\"Okay, seamos realistas, \u00bfqui\u00e9n hubiera pensado que la inteligencia artificial (IA) se convertir\u00eda en una herramienta clave para cuidar nuestros ojitos? Pero adivina qu\u00e9, eso es exactamente lo que est\u00e1 pasando en Guadalajara, Jalisco. El proyecto Retina-IA est\u00e1 combinando IA con telemedicina para la detecci\u00f3n temprana de la retinopat\u00eda diab\u00e9tica, una de esas enfermedades s\u00faper [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/zeromagazine.mx\/index.php\/2024\/10\/10\/ai-que-cuida-tus-ojitos\/\" \/>\n<meta property=\"og:site_name\" content=\"Zero Magazine\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-10T20:06:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-10T20:06:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/zeromagazine.mx\/wp-content\/uploads\/2024\/10\/EIC-IA-Retinopatias-Diabeticas-17.jpg?fit=320%2C213&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"320\" \/>\n\t<meta property=\"og:image:height\" content=\"213\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"zeromagazinemx\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"zeromagazinemx\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/zeromagazine.mx\\\/index.php\\\/2024\\\/10\\\/10\\\/ai-que-cuida-tus-ojitos\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/zeromagazine.mx\\\/index.php\\\/2024\\\/10\\\/10\\\/ai-que-cuida-tus-ojitos\\\/\"},\"author\":{\"name\":\"zeromagazinemx\",\"@id\":\"https:\\\/\\\/zeromagazine.mx\\\/#\\\/schema\\\/person\\\/9aed9f33a7c39af3a348b86d723f7773\"},\"headline\":\"\u00abAI que Cuida tus Ojitos\u201c\",\"datePublished\":\"2024-10-10T20:06:51+00:00\",\"dateModified\":\"2024-10-10T20:06:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/zeromagazine.mx\\\/index.php\\\/2024\\\/10\\\/10\\\/ai-que-cuida-tus-ojitos\\\/\"},\"wordCount\":1080,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/zeromagazine.mx\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/zeromagazine.mx\\\/index.php\\\/2024\\\/10\\\/10\\\/ai-que-cuida-tus-ojitos\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/zeromagazine.mx\\\/wp-content\\\/uploads\\\/2024\\\/10\\\/EIC-IA-Retinopatias-Diabeticas-17.jpg?fit=320%2C213&ssl=1\",\"keywords\":[\"Prevenci\u00f3n de Ceguera\",\"Proyectos Sociales con AI\",\"Salud y Tecnolog\u00eda\"],\"articleSection\":[\"Bienestar\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/zeromagazine.mx\\\/index.php\\\/2024\\\/10\\\/10\\\/ai-que-cuida-tus-ojitos\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/zeromagazine.mx\\\/index.php\\\/2024\\\/10\\\/10\\\/ai-que-cuida-tus-ojitos\\\/\",\"url\":\"https:\\\/\\\/zeromagazine.mx\\\/index.php\\\/2024\\\/10\\\/10\\\/ai-que-cuida-tus-ojitos\\\/\",\"name\":\"\\\"AI que Cuida tus Ojitos\u201c - 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