{"id":18508,"date":"2025-10-16T15:20:53","date_gmt":"2025-10-16T13:20:53","guid":{"rendered":"https:\/\/miuniversity.edu\/?p=18508"},"modified":"2025-10-16T15:20:53","modified_gmt":"2025-10-16T13:20:53","slug":"miu-publishes-research-on-ais-potential-for-early-alzheimers-detection","status":"publish","type":"post","link":"https:\/\/miuniversity.edu\/en\/present\/miu-publishes-research-on-ais-potential-for-early-alzheimers-detection\/","title":{"rendered":"MIU Publishes Research on AI\u2019s Potential for Early Alzheimer&#8217;s Detection"},"content":{"rendered":"<section id=\"hero-post\" class=\"hero-post\">\n  <picture class=\"hero-post__bg\">\n    <!-- tatamiento horizontal -->\n    <source media=\"(orientation: landscape) and (min-width: 1024px)\" srcset=\"https:\/\/miuniversity.edu\/wp-content\/uploads\/2025\/10\/AdobeStock_635832570-scaled.jpeg\">\n    <!-- tatamiento vertical -->\n    <img decoding=\"async\" class=\"hero-post__img\" src=\"https:\/\/miuniversity.edu\/wp-content\/uploads\/2025\/10\/AdobeStock_635832570-scaled.jpeg\" alt=\"IA para la detecci\u00f3n temprana del Alzheimer\" title=\"\">\n    <noscript>\n      <img decoding=\"async\" src=\"https:\/\/miuniversity.edu\/wp-content\/uploads\/2025\/10\/AdobeStock_635832570-scaled.jpeg\" alt=\"IA para la detecci\u00f3n temprana del Alzheimer\" title=\"\">\n    <\/noscript>\n  <\/picture>\n  <div id=\"breadcrumbs\" class=\"breadcrumbs\">\n    <p class=\"container\">\n      <span>\n        <span>\n          <a href=\"https:\/\/miuniversity.edu\/en\/\" data-gtm-container=\"breadcrumb\" data-gtm-action=\"navigation\">\n            Home          <\/a>\n        <\/span>\n        &gt;\n        <span class=\"breadcrumb_last\" aria-current=\"page\">\n          <strong>MIU Publishes Research on AI\u2019s Potential for Early Alzheimer&#8217;s Detection<\/strong>\n        <\/span>\n      <\/span>\n    <\/p>\n  <\/div>\n  <h1 class=\"hero-post__title\">\n    MIU Publishes Research on AI\u2019s Potential for Early Alzheimer&#8217;s Detection  <\/h1>\n  <\/section>\n\n\n<p>We are proud to announce that MIU research has been published in the prestigious academic journal <em>Applied Artificial Intelligence<\/em>.<\/p>\n\n\n\n<p>This publication is a direct testament to our commitment to scientific advancement, and to the quality and impact of our research. It reaffirms MIU&#8217;s role in the university mission of actively contributing to global progress.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Data science in the service of healthcare<\/h2>\n\n\n\n<p>The article, titled &#8220;<a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08839514.2025.2565166\" target=\"_blank\" rel=\"noopener\">Automated Machine Learning Approach (AutoML) to Alzheimer\u2019s Disease Diagnosis and Prognosis<\/a>,\u201d addresses a critical challenge: the detection and prediction of Alzheimer&#8217;s disease, a condition that <strong>affects millions of people worldwide<\/strong>.<\/p>\n\n\n\n<p>The study focuses on the use of Automated Machine Learning (AutoML), a branch of Artificial Intelligence (AI), to <strong>significantly improve the accuracy and efficiency of diagnoses<\/strong>. The core goal of the investigation is to optimize the tools that help doctors identify the disease in its initial stages.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Analyzing the predictive power of PyCaret<\/h2>\n\n\n\n<p>The authors of the paper, Pablo Guill\u00e9n and Enrique Fr\u00edas-Mart\u00ednez, explain that their research centered on a rigorous analysis of the popular AutoML tool, PyCaret. Their objective was to assess its effectiveness in classifying and predicting Alzheimer&#8217;s using clinical datasets.<\/p>\n\n\n\n<p>While Machine Learning has proven to be a powerful ally in medicine, the process of developing models is often an obstacle. Tools like PyCaret promise to <strong>democratize data science<\/strong>, allowing sophisticated models to be applied more quickly.<\/p>\n\n\n\n<p>This MIU research is vital because it examines whether this ease of use can deliver reliable diagnostic accuracy in such a sensitive field. The findings not only confirm the tool&#8217;s potential to speed up neuroscience research but also to pave the way toward faster, more accessible medical decision support systems in the future.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A recognition of research excellence<\/h2>\n\n\n\n<p>The publication of this article in a high-level academic journal is a clear recognition of the excellence, rigor, and innovation that define MIU City University Miami. It highlights our capacity to address real-world problems and use cutting-edge technology to create innovative solutions.<\/p>\n\n\n\n<p>This achievement reinforces our role as an educational institution that doesn&#8217;t just teach for the future, but actively helps build it.<\/p>\n\n\n\n<p>We encourage our entire community to learn more about this research, which promises to accelerate early detection and improve the prognosis of Alzheimer\u2019s disease.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We are proud to announce that MIU research has been published in the prestigious academic journal Applied Artificial Intelligence. This [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":18511,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[19],"tags":[],"class_list":["post-18508","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-present"],"acf":[],"_links":{"self":[{"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/posts\/18508"}],"collection":[{"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/comments?post=18508"}],"version-history":[{"count":1,"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/posts\/18508\/revisions"}],"predecessor-version":[{"id":18517,"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/posts\/18508\/revisions\/18517"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/media\/18511"}],"wp:attachment":[{"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/media?parent=18508"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/categories?post=18508"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/miuniversity.edu\/en\/wp-json\/wp\/v2\/tags?post=18508"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}