{"id":707,"date":"2024-06-01T22:16:45","date_gmt":"2024-06-02T01:16:45","guid":{"rendered":"https:\/\/villena.cl\/blog\/?p=707"},"modified":"2024-06-01T22:18:04","modified_gmt":"2024-06-02T01:18:04","slug":"introduccion-machine-learning-salud-verano-2024","status":"publish","type":"post","link":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/","title":{"rendered":"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud &#8211; Versi\u00f3n Verano 2024"},"content":{"rendered":"\n<p>El Machine Learning es un \u00e1rea de la Inteligencia artificial que desarrolla modelos computacionales que tienen la capacidad de ajustarse autom\u00e1ticamente a un conjunto de datos o descubrir patrones dentro de ellos. La aplicaci\u00f3n de Machine Learning a las ciencias de la salud es una \u00e1rea de alto impacto que puede tener beneficios directos para la salud de las personas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e1tedras<\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>1.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/1.1%20-%20Aprendizaje%20autom%C3%A1tico.pdf\">Aprendizaje autom\u00e1tico<\/a>\n2.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/2.1%20-%20Aprendizaje%20supervisado.pdf\">Aprendizaje supervisado<\/a>\n2.2 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/2.2%20-%20Support%20vector%20machines.pdf\">Support vector machines<\/a>\n3.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/3.1%20-%20%C3%81rboles.pdf\">\u00c1rboles<\/a>\n3.2 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/3.2%20-%20Validaci%C3%B3n%20de%20modelos.pdf\">Validaci\u00f3n de modelos<\/a>\n4.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/4.1%20-%20Aprendizaje%20no%20supervisado.pdf\">Aprendizaje no supervisado<\/a>\n5.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/5.1%20-%20Deep%20learning.pdf\">Deep learning<\/a><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Tutoriales<\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>1.1 - <a href=\"https:\/\/colab.research.google.com\/drive\/1DI1wCbXsjl9vPxJlLj64kzSZShLS3gal?usp=sharing\">Exploraci\u00f3n de datos y clasificaci\u00f3n <\/a>- <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/1.1%20-%20Exploraci%C3%B3n%20de%20datos%20y%20clasificaci%C3%B3n.ipynb\">Notebook<\/a>\n2.1 - <a href=\"https:\/\/colab.research.google.com\/drive\/1StmFWBP0ZQdTnw-KOmu8CN1aDriQhjJr?usp=sharing\">Support vector machines y m\u00e9tricas <\/a>- <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/2.1%20-%20Support%20vector%20machines%20y%20m%C3%A9tricas.ipynb\">Notebook<\/a>\n3.1 - <a href=\"https:\/\/colab.research.google.com\/drive\/1ggJeq9J4viwlxJncCBK2M2SiDUsykzzv?usp=sharing\">Regresi\u00f3n y validaci\u00f3n de modelos <\/a>- <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/3.1%20-%20Regresi%C3%B3n%20y%20validaci%C3%B3n%20de%20modelos.ipynb\">Notebook<\/a>\n4.1 - <a href=\"https:\/\/colab.research.google.com\/drive\/1vA3ysQ-bBOoRCTdCpXntnIWvkgj34rBz?usp=sharing\">Agrupamiento <\/a>- <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/3.1%20-%20Regresi%C3%B3n%20y%20validaci%C3%B3n%20de%20modelos.ipynb\">Notebook<\/a>\n5.1 - <a href=\"https:\/\/colab.research.google.com\/drive\/1AppQNyJKwBztbyt91UVTXAg2yAyccGyK?usp=sharing\">Deep learning <\/a>- <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/5.1%20-%20Deep%20learning.ipynb\">Notebook<\/a><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">Laboratorios<\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>1.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/1.1%20-%20Exploraci%C3%B3n%20de%20datos%20y%20clasificaci%C3%B3n%20(laboratorio).pdf\">Exploraci\u00f3n de datos y clasificaci\u00f3n<\/a>\n2.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/2.1%20-%20Support%20vector%20machines%20(laboratorio).pdf\">Support vector machines<\/a>\n3.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/3.1%20-%20Regresi%C3%B3n%20(laboratorio).pdf\">Regresi\u00f3n<\/a>\n4.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/4.1%20-%20Agrupamiento%20(laboratorio).pdf\">Agrupamiento<\/a>\n5.1 - <a href=\"https:\/\/villena.cl\/teaching\/imlcs-2024\/5.1%20-%20Deep%20learning%20(laboratorio).pdf\">Deep learning<\/a><\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>El Machine Learning es un \u00e1rea de la Inteligencia artificial que desarrolla modelos computacionales que tienen la capacidad de ajustarse autom\u00e1ticamente a un conjunto de datos o descubrir patrones dentro de ellos. La aplicaci\u00f3n de Machine Learning a las ciencias de la salud es una \u00e1rea de alto impacto que puede tener beneficios directos para &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/\" class=\"more-link\">Continua leyendo<span class=\"screen-reader-text\"> &#8220;Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud &#8211; Versi\u00f3n Verano 2024&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_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":[104,144],"tags":[],"class_list":["post-707","post","type-post","status-publish","format-standard","hentry","category-dentistas","category-informatica-medica"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud - Versi\u00f3n Verano 2024 - Dr. Fabi\u00e1n Villena Rodr\u00edguez<\/title>\n<meta name=\"description\" content=\"Versi\u00f3n Verano 2024. El Machine Learning es un \u00e1rea de la Inteligencia artificial que desarrolla modelos computacionales que tienen la capacidad de ajustarse autom\u00e1ticamente a un conjunto de datos o descubrir patrones dentro de ellos\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud - Versi\u00f3n Verano 2024 - Dr. Fabi\u00e1n Villena Rodr\u00edguez\" \/>\n<meta property=\"og:description\" content=\"Versi\u00f3n Verano 2024. El Machine Learning es un \u00e1rea de la Inteligencia artificial que desarrolla modelos computacionales que tienen la capacidad de ajustarse autom\u00e1ticamente a un conjunto de datos o descubrir patrones dentro de ellos\" \/>\n<meta property=\"og:url\" content=\"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/\" \/>\n<meta property=\"og:site_name\" content=\"Dr. Fabi\u00e1n Villena Rodr\u00edguez\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/fabianvillena\" \/>\n<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/fabianvillena\" \/>\n<meta property=\"article:published_time\" content=\"2024-06-02T01:16:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-02T01:18:04+00:00\" \/>\n<meta name=\"author\" content=\"Fabi\u00e1n\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fabi\u00e1n\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo estimado de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/\"},\"author\":{\"name\":\"Fabi\u00e1n\",\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/#\\\/schema\\\/person\\\/4fb1f171e2ee95ab1f8d9cb89d0270d9\"},\"headline\":\"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud &#8211; Versi\u00f3n Verano 2024\",\"datePublished\":\"2024-06-02T01:16:45+00:00\",\"dateModified\":\"2024-06-02T01:18:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/\"},\"wordCount\":83,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/#\\\/schema\\\/person\\\/4fb1f171e2ee95ab1f8d9cb89d0270d9\"},\"articleSection\":[\"Dentistas\",\"Inform\u00e1tica M\u00e9dica\"],\"inLanguage\":\"es-CL\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/\",\"url\":\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/\",\"name\":\"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud - Versi\u00f3n Verano 2024 - Dr. Fabi\u00e1n Villena Rodr\u00edguez\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/#website\"},\"datePublished\":\"2024-06-02T01:16:45+00:00\",\"dateModified\":\"2024-06-02T01:18:04+00:00\",\"description\":\"Versi\u00f3n Verano 2024. El Machine Learning es un \u00e1rea de la Inteligencia artificial que desarrolla modelos computacionales que tienen la capacidad de ajustarse autom\u00e1ticamente a un conjunto de datos o descubrir patrones dentro de ellos\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/#breadcrumb\"},\"inLanguage\":\"es-CL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/introduccion-machine-learning-salud-verano-2024\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/villena.cl\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud &#8211; Versi\u00f3n Verano 2024\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/villena.cl\\\/blog\\\/\",\"name\":\"Dr. Fabi\u00e1n Villena Rodr\u00edguez\",\"description\":\"Odontolog\u00eda + Computaci\u00f3n\",\"publisher\":{\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/#\\\/schema\\\/person\\\/4fb1f171e2ee95ab1f8d9cb89d0270d9\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/villena.cl\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es-CL\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\\\/\\\/villena.cl\\\/blog\\\/#\\\/schema\\\/person\\\/4fb1f171e2ee95ab1f8d9cb89d0270d9\",\"name\":\"Fabi\u00e1n\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es-CL\",\"@id\":\"https:\\\/\\\/i0.wp.com\\\/villena.cl\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/cropped-logofvr.png?fit=190%2C190&ssl=1\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/villena.cl\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/cropped-logofvr.png?fit=190%2C190&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/villena.cl\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/cropped-logofvr.png?fit=190%2C190&ssl=1\",\"width\":190,\"height\":190,\"caption\":\"Fabi\u00e1n\"},\"logo\":{\"@id\":\"https:\\\/\\\/i0.wp.com\\\/villena.cl\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/08\\\/cropped-logofvr.png?fit=190%2C190&ssl=1\"},\"sameAs\":[\"http:\\\/\\\/fabianvillena.cl\",\"https:\\\/\\\/www.facebook.com\\\/fabianvillena\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud - Versi\u00f3n Verano 2024 - Dr. Fabi\u00e1n Villena Rodr\u00edguez","description":"Versi\u00f3n Verano 2024. El Machine Learning es un \u00e1rea de la Inteligencia artificial que desarrolla modelos computacionales que tienen la capacidad de ajustarse autom\u00e1ticamente a un conjunto de datos o descubrir patrones dentro de ellos","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/","og_locale":"es_ES","og_type":"article","og_title":"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud - Versi\u00f3n Verano 2024 - Dr. Fabi\u00e1n Villena Rodr\u00edguez","og_description":"Versi\u00f3n Verano 2024. El Machine Learning es un \u00e1rea de la Inteligencia artificial que desarrolla modelos computacionales que tienen la capacidad de ajustarse autom\u00e1ticamente a un conjunto de datos o descubrir patrones dentro de ellos","og_url":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/","og_site_name":"Dr. Fabi\u00e1n Villena Rodr\u00edguez","article_publisher":"https:\/\/www.facebook.com\/fabianvillena","article_author":"https:\/\/www.facebook.com\/fabianvillena","article_published_time":"2024-06-02T01:16:45+00:00","article_modified_time":"2024-06-02T01:18:04+00:00","author":"Fabi\u00e1n","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Fabi\u00e1n","Tiempo estimado de lectura":"1 minuto"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/#article","isPartOf":{"@id":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/"},"author":{"name":"Fabi\u00e1n","@id":"https:\/\/villena.cl\/blog\/#\/schema\/person\/4fb1f171e2ee95ab1f8d9cb89d0270d9"},"headline":"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud &#8211; Versi\u00f3n Verano 2024","datePublished":"2024-06-02T01:16:45+00:00","dateModified":"2024-06-02T01:18:04+00:00","mainEntityOfPage":{"@id":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/"},"wordCount":83,"commentCount":0,"publisher":{"@id":"https:\/\/villena.cl\/blog\/#\/schema\/person\/4fb1f171e2ee95ab1f8d9cb89d0270d9"},"articleSection":["Dentistas","Inform\u00e1tica M\u00e9dica"],"inLanguage":"es-CL","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/","url":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/","name":"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud - Versi\u00f3n Verano 2024 - Dr. Fabi\u00e1n Villena Rodr\u00edguez","isPartOf":{"@id":"https:\/\/villena.cl\/blog\/#website"},"datePublished":"2024-06-02T01:16:45+00:00","dateModified":"2024-06-02T01:18:04+00:00","description":"Versi\u00f3n Verano 2024. El Machine Learning es un \u00e1rea de la Inteligencia artificial que desarrolla modelos computacionales que tienen la capacidad de ajustarse autom\u00e1ticamente a un conjunto de datos o descubrir patrones dentro de ellos","breadcrumb":{"@id":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/#breadcrumb"},"inLanguage":"es-CL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/villena.cl\/blog\/introduccion-machine-learning-salud-verano-2024\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/villena.cl\/blog\/"},{"@type":"ListItem","position":2,"name":"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud &#8211; Versi\u00f3n Verano 2024"}]},{"@type":"WebSite","@id":"https:\/\/villena.cl\/blog\/#website","url":"https:\/\/villena.cl\/blog\/","name":"Dr. Fabi\u00e1n Villena Rodr\u00edguez","description":"Odontolog\u00eda + Computaci\u00f3n","publisher":{"@id":"https:\/\/villena.cl\/blog\/#\/schema\/person\/4fb1f171e2ee95ab1f8d9cb89d0270d9"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/villena.cl\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es-CL"},{"@type":["Person","Organization"],"@id":"https:\/\/villena.cl\/blog\/#\/schema\/person\/4fb1f171e2ee95ab1f8d9cb89d0270d9","name":"Fabi\u00e1n","image":{"@type":"ImageObject","inLanguage":"es-CL","@id":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/cropped-logofvr.png?fit=190%2C190&ssl=1","url":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/cropped-logofvr.png?fit=190%2C190&ssl=1","contentUrl":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/cropped-logofvr.png?fit=190%2C190&ssl=1","width":190,"height":190,"caption":"Fabi\u00e1n"},"logo":{"@id":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/cropped-logofvr.png?fit=190%2C190&ssl=1"},"sameAs":["http:\/\/fabianvillena.cl","https:\/\/www.facebook.com\/fabianvillena"]}]}},"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p93emI-bp","jetpack-related-posts":[{"id":709,"url":"https:\/\/villena.cl\/blog\/introduccion-ciencia-de-datos-salud-invierno-2024\/","url_meta":{"origin":707,"position":0},"title":"Curso de Introducci\u00f3n al Machine Learning para las Ciencias de la Salud &#8211; Versi\u00f3n Invierno 2024","author":"Fabi\u00e1n","date":"Junio 1, 2024","format":false,"excerpt":"El Machine Learning es un campo fundamental de la Inteligencia Artificial que se centra en el desarrollo de modelos computacionales capaces de aprender y ajustarse autom\u00e1ticamente a partir de conjuntos de datos o descubrir patrones complejos dentro de ellos. Su aplicaci\u00f3n en las ciencias de la salud tiene un impacto\u2026","rel":"","context":"En &quot;Dentistas&quot;","block_context":{"text":"Dentistas","link":"https:\/\/villena.cl\/blog\/category\/dentistas\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":621,"url":"https:\/\/villena.cl\/blog\/prediccion-atenciones-urgencia-chile-2020\/","url_meta":{"origin":707,"position":1},"title":"Prediciendo las Atenciones de Urgencia en Chile","author":"Fabi\u00e1n","date":"Marzo 3, 2020","format":false,"excerpt":"La predicci\u00f3n es la ciencia de estimar situaciones de incertidumbre, donde en este caso lograremos predecir el futuro utilizando datos de series temporales anteriores. Predicci\u00f3n de Atenciones de Urgencia por Causas Respiratorias en Chile Los datos que utilizaremos datos del Departamento de Estad\u00edsticas e informaci\u00f3n en salud del Ministerio de\u2026","rel":"","context":"En &quot;Inform\u00e1tica M\u00e9dica&quot;","block_context":{"text":"Inform\u00e1tica M\u00e9dica","link":"https:\/\/villena.cl\/blog\/category\/informatica-medica\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/03\/tos.png?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/03\/tos.png?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/03\/tos.png?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/03\/tos.png?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/03\/tos.png?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":636,"url":"https:\/\/villena.cl\/blog\/ciencia-de-datos-en-salud\/","url_meta":{"origin":707,"position":2},"title":"Ciencia de Datos en Salud","author":"Fabi\u00e1n","date":"Junio 18, 2020","format":false,"excerpt":"La ciencia de datos es el campo que utiliza\u00a0m\u00e9todos, algoritmos y procesos para extraer informaci\u00f3n desde fuentes de datos. Aqu\u00ed se unifican los conocimientos de estad\u00edstica, an\u00e1lisis de datos y aprendizaje de m\u00e1quinas para entender y explicar fen\u00f3menos desde los datos. Entender un problema de medicina requiere un profundo conocimiento\u2026","rel":"","context":"En &quot;Dentistas&quot;","block_context":{"text":"Dentistas","link":"https:\/\/villena.cl\/blog\/category\/dentistas\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/06\/Anotaci%C3%B3n-2020-06-18-220705.png?fit=1200%2C689&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/06\/Anotaci%C3%B3n-2020-06-18-220705.png?fit=1200%2C689&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/06\/Anotaci%C3%B3n-2020-06-18-220705.png?fit=1200%2C689&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/06\/Anotaci%C3%B3n-2020-06-18-220705.png?fit=1200%2C689&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2020\/06\/Anotaci%C3%B3n-2020-06-18-220705.png?fit=1200%2C689&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":483,"url":"https:\/\/villena.cl\/blog\/generador-automatico-de-diagnosticos\/","url_meta":{"origin":707,"position":3},"title":"Generador Autom\u00e1tico de Diagn\u00f3sticos","author":"Fabi\u00e1n","date":"Julio 4, 2019","format":false,"excerpt":"Puedes probar el generador ac\u00e1. La narrativa m\u00e9dica es un tema muy estudiado en estos momentos dado el gran advenimiento de la Inteligencia Artificial en la sociedad en general. Lograr entender cu\u00e1l es el significado de una narrativa m\u00e9dica es el objetivo principal del Procesamiento de Lenguaje Natural en Medicina,\u2026","rel":"","context":"En &quot;Dentistas&quot;","block_context":{"text":"Dentistas","link":"https:\/\/villena.cl\/blog\/category\/dentistas\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2019\/07\/DiagnosticGenerator.png?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2019\/07\/DiagnosticGenerator.png?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2019\/07\/DiagnosticGenerator.png?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2019\/07\/DiagnosticGenerator.png?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2019\/07\/DiagnosticGenerator.png?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":347,"url":"https:\/\/villena.cl\/blog\/propuestas-salud-oral-chile\/","url_meta":{"origin":707,"position":4},"title":"Propuestas de Salud Oral Para Chile","author":"Fabi\u00e1n","date":"Agosto 13, 2017","format":false,"excerpt":"El d\u00eda viernes 30 de Junio de 2017 se realiz\u00f3 un seminario con el fin de generar propuestas de salud oral para Chile actualizadas y con participaci\u00f3n integral de odont\u00f3logos de todo Chile. A continuaci\u00f3n se presenta un resumen de las propuestas de salud oral para Chile, junto con el\u2026","rel":"","context":"En &quot;Dentistas&quot;","block_context":{"text":"Dentistas","link":"https:\/\/villena.cl\/blog\/category\/dentistas\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/propuestas-salud-oral.png?fit=1200%2C675&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/propuestas-salud-oral.png?fit=1200%2C675&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/propuestas-salud-oral.png?fit=1200%2C675&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/propuestas-salud-oral.png?fit=1200%2C675&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/villena.cl\/blog\/wp-content\/uploads\/2017\/08\/propuestas-salud-oral.png?fit=1200%2C675&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":711,"url":"https:\/\/villena.cl\/blog\/webinar-ciencia-de-datos-en-odontologia\/","url_meta":{"origin":707,"position":5},"title":"Webinar de Ciencia de Datos en Odontolog\u00eda","author":"Fabi\u00e1n","date":"Junio 1, 2024","format":false,"excerpt":"Webinar de Ciencia de Datos en Odontolog\u00eda realizado en la Escuela de Odontolog\u00eda de la Universidad Cat\u00f3lica. https:\/\/www.youtube.com\/watch?v=iMNOtsYfLHk","rel":"","context":"En &quot;Sin categor\u00eda&quot;","block_context":{"text":"Sin categor\u00eda","link":"https:\/\/villena.cl\/blog\/category\/sin-categoria\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/iMNOtsYfLHk\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]}],"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/posts\/707","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/comments?post=707"}],"version-history":[{"count":1,"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/posts\/707\/revisions"}],"predecessor-version":[{"id":708,"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/posts\/707\/revisions\/708"}],"wp:attachment":[{"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/media?parent=707"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/categories?post=707"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/villena.cl\/blog\/wp-json\/wp\/v2\/tags?post=707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}