{"id":6436,"date":"2020-02-17T10:58:06","date_gmt":"2020-02-17T16:58:06","guid":{"rendered":"https:\/\/saluddigital.com\/?p=6436"},"modified":"2025-10-21T15:37:16","modified_gmt":"2025-10-21T21:37:16","slug":"la-inteligencia-artificial-un-recurso-fundamental-para-la-salud-digital","status":"publish","type":"post","link":"https:\/\/saluddigital.com\/en\/avance-de-la-ciencia\/la-inteligencia-artificial-un-recurso-fundamental-para-la-salud-digital\/","title":{"rendered":"Artificial Intelligence, a fundamental resource for Digital Health"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"6436\" class=\"elementor elementor-6436\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cd0660a elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"cd0660a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-be12b33\" data-id=\"be12b33\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ca0df2 elementor-widget elementor-widget-heading\" data-id=\"5ca0df2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The digital transformation has marked the direction of public health to new experiences and tools that collaborate so that the diagnosis, treatment and monitoring of diseases is perfected thinking about the increase in the quality of services.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-903e16f elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"903e16f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5077e8d\" data-id=\"5077e8d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-88fbeca elementor-widget elementor-widget-text-editor\" data-id=\"88fbeca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The future of science is linked to the technological innovations proposed to support and accelerate the common work of the person. There is no going back and it only remains to manage the use that will be allocated to each machine depending on its conception and what they were designed for.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6540040 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"6540040\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b0a021a\" data-id=\"b0a021a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eb9bb87 elementor-widget elementor-widget-text-editor\" data-id=\"eb9bb87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Strictly speaking, within the field of medicine, digital health has gained ground throughout the world to become a recurring and indispensable practice in every hospital and health center.<\/p><p>Discussions that point to ICTs as tools adopted in the exercise of health, find their focus on issues of ethics and substitution. And is that the question that floats, can machines replace and overcome the skills of human beings?<\/p><p>More than a subjective question, the question takes up an important point in digital health, Artificial Intelligence (AI).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ca53024\" data-id=\"ca53024\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a4fd15a elementor-widget elementor-widget-image\" data-id=\"a4fd15a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09.jpg\" class=\"attachment-full size-full wp-image-6439\" alt=\"\" srcset=\"https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09.jpg 2560w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09-548x365.jpg 548w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09-768x512.jpg 768w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09-840x560.jpg 840w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09-391x260.jpg 391w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9d243ff elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"9d243ff\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4169ce6\" data-id=\"4169ce6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b3aa92c elementor-widget elementor-widget-text-editor\" data-id=\"b3aa92c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This concept is sustained within the computer science, where based on algorithms programmed in the digital platforms, it is achieved that the devices acquire autonomy in the actions and decisions they take, guided by patterns stored in them; basically, they seek to imitate the human being to reduce time and effort.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-519d6fa elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"519d6fa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e4699fe\" data-id=\"e4699fe\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f80fd09 elementor-widget elementor-widget-image\" data-id=\"f80fd09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"1294\" src=\"https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09.1.jpg\" class=\"attachment-full size-full wp-image-6440\" alt=\"\" srcset=\"https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09.1.jpg 2560w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09.1-660x333.jpg 660w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09.1-768x388.jpg 768w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/02\/10-19-09.1-840x424.jpg 840w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-983f32b\" data-id=\"983f32b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-219bae0 elementor-widget elementor-widget-text-editor\" data-id=\"219bae0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI can take care of the analysis of the data of each patient to contrast the diagnosis, identify patterns on the use of treatments, study a large database with great speed to know the behavior of chronic diseases by patient profiles, and develop The concept of personalized medicine.<\/p>\n<p>With AI you will also have the possibility to visualize the trends in virus propagation with predictive indicators, these are some examples of the benefits that can be obtained with its use in the health sector.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ba48f4d elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"ba48f4d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3d8f1f1\" data-id=\"3d8f1f1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a9b6c0e elementor-widget elementor-widget-text-editor\" data-id=\"a9b6c0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Depending on the specialty - such as radiology, dermatology, ophthalmology, oncology, forensic medicine, etc. - interactions with Big Data will determine the efficiency of the results. For example, software may be able to detect signs of skin cancer by analyzing only the eyes, or a device may perform surgery without the intervention of medical personnel.<\/p><p>The crux of these new situations indicates that new digital health technologies, rather than replacing people, will become the right hand of doctors to avoid margins of error in the processes. What matters is to continue to reduce the inequality gap suffered by some sectors of society and make them have more access to health systems through the implementation of public policies for equal opportunities.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e1e8333 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"e1e8333\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3457be7\" data-id=\"3457be7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d1f7112 elementor-widget elementor-widget-toggle\" data-id=\"d1f7112\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2201\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2201\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">BIBLIOGRAPHY<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2201\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2201\"><p><strong>FIVE NEWS<\/strong><\/p><p><a href=\"https:\/\/www.cinconoticias.com\/robots-medicos-especialidad-automatizar\/amp\/?__twitter_impression=true\">https:\/\/www.cinconoticias.com\/robots-medicos-especialidad-automatizar\/amp\/?__twitter_impression=true<\/a><\/p><p><strong>PMFARMA<\/strong><\/p><p><a href=\"http:\/\/www.pmfarma.es\/articulos\/2569-la-transformacion-digital-del-sector-salud-requiere-de-inteligencia-artificial-ia-y-blockchain.html\">http:\/\/www.pmfarma.es\/articulos\/2569-la-transformacion-digital-del-sector-salud-requiere-de-inteligencia-artificial-ia-y-blockchain.html<\/a><\/p><p><strong>THE INTERACTIVE MEDIUM<\/strong><\/p><p><a href=\"http:\/\/elmedicointeractivo.com\/la-oms-cree-que-la-salud-digital-puede-reducir-las-desigualdades-y-hacer-sostenibles-los-sistemas-sanitarios\/\">http:\/\/elmedicointeractivo.com\/la-oms-cree-que-la-salud-digital-puede-reducir-las-desigualdades-y-hacer-sostenibles-los-sistemas-sanitarios\/<\/a><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>La transformaci\u00f3n digital ha dirigido el rumbo de la salud p\u00fablica a nuevas experiencias y herramientas que colaboran para que el diagn\u00f3stico, tratamiento y seguimiento de enfermedades se perfeccione pensando en el aumento de la calidad de los servicios. El futuro de la ciencia est\u00e1 vinculado a las innovaciones tecnol\u00f3gicas propuestas para apoyar y acelerar las labores comunes de la persona. No hay vuelta atr\u00e1s y s\u00f3lo queda administrar el uso que se destinar\u00e1 a cada m\u00e1quina dependiendo de su concepci\u00f3n y para qu\u00e9 fueron dise\u00f1adas. En estricto sentido, dentro de la rama de la medicina, la salud digital ha ganado terreno en todo el mundo para convertirse en una pr\u00e1ctica recurrente e indispensable en cada hospital y centro de salud. Las discusiones que se\u00f1alan a las TIC como herramientas adoptadas en el ejercicio de la salud, encuentran su foco en cuestiones de \u00e9tica y de sustituci\u00f3n. Y es que la cuesti\u00f3n que se queda flotando es \u00bfpodr\u00e1n las m\u00e1quinas reemplazar y superar las habilidades del ser humano? M\u00e1s que una pregunta subjetiva, la cuesti\u00f3n retoma un punto importante dentro de la salud digital que es, la Inteligencia Artificial (IA). Este concepto se sostiene dentro de la inform\u00e1tica, donde con base en algoritmos programados en las plataformas digitales, se logra que los dispositivos adquieran autonom\u00eda en las acciones y decisiones que toman gui\u00e1ndose por patrones almacenados en ellas; b\u00e1sicamente, buscan igualar al ser humano para reducir tiempos y esfuerzo. As\u00ed pues, la IA puede hacerse cargo del an\u00e1lisis de los datos de cada paciente para contrastar el diagn\u00f3stico, identificar patrones sobre el uso de los tratamientos, estudiar con gran velocidad una amplia base de datos para conocer el comportamiento de las enfermedades cr\u00f3nicas por perfiles de pacientes, desarrollar el concepto de la medicina personalizada. Con IA tambi\u00e9n se pueden visualizar las tendencias en la propagaci\u00f3n de virus con indicadores predictivos, son \u00e9stos algunos ejemplos de los beneficios que se pueden obtener con su uso en el sector salud. Dependiendo de la especialidad \u2013como radiolog\u00eda, dermatolog\u00eda, oftalmolog\u00eda, oncolog\u00eda, medicina forense, etc.\u2013 las interacciones con la Big Data determinar\u00e1n la eficiencia de los resultados. As\u00ed, por ejemplo, un software podr\u00e1 ser capaz de detectar indicios de c\u00e1ncer de piel analizando s\u00f3lo los ojos, o un dispositivo podr\u00e1 realizar alguna cirug\u00eda sin la intervenci\u00f3n del personal m\u00e9dico. El meollo de estas nuevas situaciones indica que las nuevas tecnolog\u00edas de la salud digital, m\u00e1s que sustituir a las personas, se convertir\u00e1n en la mano derecha de los m\u00e9dicos para evitar m\u00e1rgenes de error en los procesos. Lo que importa es seguir reduciendo la brecha de desigualdad que sufren algunos sectores de la sociedad y hacer que tengan m\u00e1s acceso a los sistemas de salud por medio de la implementaci\u00f3n de pol\u00edticas p\u00fablicas en pro de la igualdad de oportunidades. BIBLIOGRAF\u00cdA CINCONOTICIAS https:\/\/www.cinconoticias.com\/robots-medicos-especialidad-automatizar\/amp\/?__twitter_impression=true PMFARMA http:\/\/www.pmfarma.es\/articulos\/2569-la-transformacion-digital-del-sector-salud-requiere-de-inteligencia-artificial-ia-y-blockchain.html EL MEDIO INTERACTIVO http:\/\/elmedicointeractivo.com\/la-oms-cree-que-la-salud-digital-puede-reducir-las-desigualdades-y-hacer-sostenibles-los-sistemas-sanitarios\/<\/p>","protected":false},"author":1,"featured_media":6437,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[152,156,153],"tags":[145],"class_list":["post-6436","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-avance-de-la-ciencia","category-big-data","category-plataformas-digitales","tag-noticias"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/6436","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/comments?post=6436"}],"version-history":[{"count":0,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/6436\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media\/6437"}],"wp:attachment":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media?parent=6436"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/categories?post=6436"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/tags?post=6436"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}