{"id":8324,"date":"2020-06-23T09:25:08","date_gmt":"2020-06-23T14:25:08","guid":{"rendered":"https:\/\/saluddigital.com\/?p=8324"},"modified":"2025-10-21T14:57:01","modified_gmt":"2025-10-21T20:57:01","slug":"inteligencia-artificial-predice-enfermedad-renal-aguda-2-dias-antes-de-que-suceda","status":"publish","type":"post","link":"https:\/\/saluddigital.com\/en\/avance-de-la-ciencia\/inteligencia-artificial-predice-enfermedad-renal-aguda-2-dias-antes-de-que-suceda\/","title":{"rendered":"Artificial Intelligence predicts acute kidney injury 2 days before it happens"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"8324\" class=\"elementor elementor-8324\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-46bfb47 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"46bfb47\" 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-c841154\" data-id=\"c841154\" 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-2986d1d elementor-widget elementor-widget-heading\" data-id=\"2986d1d\" 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\">Anticipating acute kidney problems that concerns to a large number of the world's population, Artificial Intelligence is implemented to maximizes prevention processes up to a couple of days before collapse.<\/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-2f6b9dd elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"2f6b9dd\" 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-7eb90c6\" data-id=\"7eb90c6\" 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-4172b3b elementor-widget elementor-widget-text-editor\" data-id=\"4172b3b\" 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 company <strong>deep mind<\/strong>, dedicated to the development of Artificial Intelligence (AI), is working with 26 physicians from the British National Health Service (NHS) to combat kidney problems. For this purpose, <strong><em>Streams<\/em><\/strong>is used, an application that collects relevant medical information, processes it to detect some anomaly and prioritizes to act without delay in order to anticipate future diseases.<\/p><p>The algorithms working in this system yield the results for the corresponding clinics to develop a pre-diagnosis thanks to access to important data such as vital signs and medical history of patients.<\/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-cbe0c0b elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"cbe0c0b\" 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-b630fe5\" data-id=\"b630fe5\" 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-cce8904 elementor-widget elementor-widget-text-editor\" data-id=\"cce8904\" 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 high-prestige journal, Nature, indicates that<strong> Streams <\/strong>is 55.8% effective and is able to predict kidney injuries 2 days before they appear.<\/p><p>Thanks to this AI, preventive work can be done, an also reducing the treatment costs in 17%.<\/p><p>Samples from 703,782 adults were taken for the study; with a database of more than 600,000 different indicators such as:<\/p><ul><li>Blood tests<\/li><li>Authorized treatments<\/li><li>Clinical history<\/li><\/ul>\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-568a272\" data-id=\"568a272\" 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-58b16ac elementor-widget elementor-widget-image\" data-id=\"58b16ac\" 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=\"1200\" height=\"630\" src=\"https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/06\/Inteligencia-Artificial-predice-enfermedad-renal-aguda-2-d\u00edas-antes-de-que-suceda..jpg\" class=\"attachment-full size-full wp-image-8325\" alt=\"\" srcset=\"https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/06\/Inteligencia-Artificial-predice-enfermedad-renal-aguda-2-d\u00edas-antes-de-que-suceda..jpg 1200w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/06\/Inteligencia-Artificial-predice-enfermedad-renal-aguda-2-d\u00edas-antes-de-que-suceda.-660x347.jpg 660w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/06\/Inteligencia-Artificial-predice-enfermedad-renal-aguda-2-d\u00edas-antes-de-que-suceda.-768x403.jpg 768w, https:\/\/saluddigital.com\/wp-content\/uploads\/2020\/06\/Inteligencia-Artificial-predice-enfermedad-renal-aguda-2-d\u00edas-antes-de-que-suceda.-840x441.jpg 840w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\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-d4f84c7 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"d4f84c7\" 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-593e8e9\" data-id=\"593e8e9\" 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-4f47868 elementor-widget elementor-widget-text-editor\" data-id=\"4f47868\" 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 algorithm works based on the data that was introduced, it measures its danger and also makes a prediction of future drawbacks in the kidney; specialists could then anticipate up to two days before the disease appears and start using specific treatments such as certain intravenous and diuretic fluids.<\/p><p>The kidney is an indispensable organ that works on blood cleansing and, with help as the application of Artificial Intelligence of Streams, conventional treatments \u2013 such as dialysis \u2013 are expected to be reduced in use and cost. The system is also expected to be improved as it is at an early stage and there are still areas of intervention to be addressed in the future.<\/p><p>Some of these fields are the prediction of other diseases such as sepsis, liver problems, diabetes and perfecting tests to avoid false results. This will refine details in the algorithms and other technical configurations that will provide better tracking to user cases.<\/p><p>At the beginning of any artificial intelligence project, it is very important to have wide ranges so that false positives can be generated, but avoid at all costs cases where there is no detection of deficiency in the patient and their health is put at risk.<\/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-2107b42 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"2107b42\" 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-1a523da\" data-id=\"1a523da\" 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-b5c0ba9 elementor-widget elementor-widget-toggle\" data-id=\"b5c0ba9\" 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-1901\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1901\" 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-1901\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1901\"><p><strong>MOBILE HEALTH NEWS<\/strong><\/p><p><a href=\"https:\/\/www.mobihealthnews.com\/news\/europe\/deepminds-ai-can-predict-aki-two-days-it-happens-according-new-research\">https:\/\/www.mobihealthnews.com\/news\/europe\/deepminds-ai-can-predict-aki-two-days-it-happens-according-new-research<\/a><\/p><p><strong>\u00a0<\/strong><\/p><p><strong>SCIENTIFIC AMERICAN<\/strong><\/p><p><a href=\"https:\/\/www.scientificamerican.com\/article\/ai-can-predict-kidney-failure-days-in-advance\/\">https:\/\/www.scientificamerican.com\/article\/ai-can-predict-kidney-failure-days-in-advance\/<\/a><\/p><p><strong>\u00a0<\/strong><\/p><p><strong>NEXT WEB<\/strong><\/p><p><a href=\"https:\/\/nextweb.gnoss.com\/recurso\/streams-el-asistente-de-inteligencia-artificial\/7527c11a-4ecd-4306-8c60-4ae924a0a6fc\">https:\/\/nextweb.gnoss.com\/recurso\/streams-el-asistente-de-inteligencia-artificial\/7527c11a-4ecd-4306-8c60-4ae924a0a6fc<\/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>Anticip\u00e1ndose a los problemas renales agudos que ata\u00f1en a gran cantidad de la poblaci\u00f3n mundial, se implementa Inteligencia Artificial que maximiza los procesos de prevenci\u00f3n hasta un par de d\u00edas antes del colapso. La empresa DeepMind, dedicada al desarrollo de Inteligencia Artificial (IA), est\u00e1 trabajando junto con 26 m\u00e9dicos del Servicio Nacional de Salud brit\u00e1nico (NHS) para combatir los problemas de ri\u00f1\u00f3n. Con este objetivo se utiliza Streams, una aplicaci\u00f3n que recopila informaci\u00f3n m\u00e9dica relevante, la procesa para detectar alguna anomal\u00eda y prioriza para actuar sin demora con el fin de adelantarse a futuras enfermedades. Los algoritmos que trabajan en este sistema arrojan los resultados para que las cl\u00ednicas correspondientes elaboren un prediagn\u00f3stico gracias al acceso a datos importantes como signos vitales e historial m\u00e9dico de los pacientes. La revista de alto prestigio, Nature, indica que Streams tiene 55.8% de efectividad y es capaz de predecir lesiones renales 2 d\u00edas antes de que aparezcan. Gracias a esta IA, se puede hacer un trabajo preventivo y no solamente reactivo, permitiendo una reducci\u00f3n en costos de tratamiento del 17%. Para el estudio se tomaron las muestras de 703,782&nbsp;adultos; con una base de datos de m\u00e1s de 600,000 indicadores diferentes tales como: An\u00e1lisis de sangre Tratamientos autorizados Historial cl\u00ednico El algoritmo trabaja con base en los datos que se introdujeron, se hace una medici\u00f3n de su peligrosidad y una medici\u00f3n predictiva de futuros inconvenientes en el ri\u00f1\u00f3n; as\u00ed los especialistas podr\u00edan anticiparse hasta dos d\u00edas antes de que aparezca la enfermedad y comenzar a utilizar tratamientos espec\u00edficos como los son ciertos fluidos intravenosos y diur\u00e9ticos. El ri\u00f1\u00f3n es un \u00f3rgano indispensable que trabaja en la limpieza de la sangre y, con ayuda como la aplicaci\u00f3n de Inteligencia Artificial de Streams, se espera que tratamientos convencionales \u2013como la di\u00e1lisis- se reduzcan en uso y costo. Tambi\u00e9n se espera mejorar el sistema, ya que est\u00e1 en una etapa temprana y a\u00fan hay campos de intervenci\u00f3n que abordar en un futuro. Algunos de estos campos son la predicci\u00f3n de otras enfermedades como sepsis, problemas de h\u00edgado, diabetes y el perfeccionamiento de los an\u00e1lisis para evitar resultados falsos. Para esto se afinar\u00e1n detalles en los algoritmos y otras configuraciones t\u00e9cnicas que ir\u00e1n ofreciendo mejor seguimiento a los casos de los usuarios. Al inicio de todo proyecto de inteligencia artificial, es muy importante contar con rangos amplios de cara a que se puedan generar falsos positivos, pero evitar a toda costa los casos en los que no hay detecci\u00f3n de la deficiencia en el paciente y se pone en riesgo su salud. BIBLIOGRAF\u00cdA MOBILE HEALTH NEWS https:\/\/www.mobihealthnews.com\/news\/europe\/deepminds-ai-can-predict-aki-two-days-it-happens-according-new-research &nbsp; SCIENTIFIC AMERICAN https:\/\/www.scientificamerican.com\/article\/ai-can-predict-kidney-failure-days-in-advance\/ &nbsp; NEXT WEB https:\/\/nextweb.gnoss.com\/recurso\/streams-el-asistente-de-inteligencia-artificial\/7527c11a-4ecd-4306-8c60-4ae924a0a6fc<\/p>","protected":false},"author":1,"featured_media":8325,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3399,152,156,1418],"tags":[145],"class_list":["post-8324","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-analitica","category-avance-de-la-ciencia","category-big-data","category-resena-de-publicaciones-cientificas","tag-noticias"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/8324","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=8324"}],"version-history":[{"count":0,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/8324\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media\/8325"}],"wp:attachment":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media?parent=8324"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/categories?post=8324"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/tags?post=8324"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}