{"id":13445,"date":"2024-11-25T14:43:31","date_gmt":"2024-11-25T13:43:31","guid":{"rendered":"https:\/\/oti.unp.edu.pe\/?p=13445"},"modified":"2025-01-03T15:29:57","modified_gmt":"2025-01-03T14:29:57","slug":"un-robot-aprendio-a-realizar-tareas-quirurgicas-de-manera-experta-con-solo-ver-videos","status":"publish","type":"post","link":"https:\/\/oti.unp.edu.pe\/?p=13445","title":{"rendered":"Un robot aprendi\u00f3 a realizar tareas quir\u00fargicas de manera experta con solo ver videos"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13445\" class=\"elementor elementor-13445\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3e3d044 e-flex e-con-boxed e-con e-parent\" data-id=\"3e3d044\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e2a607e elementor-widget elementor-widget-text-editor\" data-id=\"e2a607e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.16.0 - 17-10-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><em><strong>Referencia: <a href=\"https:\/\/www.infobae.com\/salud\/ciencia\/2024\/11\/25\/un-robot-aprendio-a-realizar-tareas-quirurgicas-de-manera-experta-con-solo-ver-videos\/\" target=\"_blank\" rel=\"noopener\">infobae<\/a><\/strong><\/em><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a79240c elementor-widget elementor-widget-text-editor\" data-id=\"a79240c\" data-element_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<div class=\"text__text__1FZLe text__dark-grey__3Ml43 text__regular__2N1Xr text__small__1kGq2 body__full_width__ekUdw body__small_body__2vQyf article-body__paragraph__2-BtD\" data-testid=\"paragraph-0\">La\u00a0<b>cirug\u00eda\u00a0<\/b>fue, tradicionalmente, un campo reservado para los\u00a0<b>m\u00e9dicos\u00a0<\/b>altamente entrenados, capaces de tomar decisiones cr\u00edticas y realizar procedimientos de precisi\u00f3n en situaciones de alta presi\u00f3n. Sin embargo, los avances recientes en<b>\u00a0<\/b><b>inteligencia artificial<\/b><b>\u00a0y rob\u00f3tica<\/b>\u00a0est\u00e1n trazando un nuevo camino en el que los robots no solo asisten a los cirujanos, sino que podr\u00edan realizar cirug\u00edas complejas de manera aut\u00f3noma.<\/div><div data-testid=\"paragraph-0\"><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">Investigadores de las universidades de\u00a0<b>Johns Hopkins y Stanford<\/b>\u00a0lograron entrenar un\u00a0<b>sistema rob\u00f3tico quir\u00fargico para realizar tareas quir\u00fargicas clave<\/b>\u00a0solo mediante el an\u00e1lisis de videos de cirug\u00edas previas, marcando un hito en el campo de la cirug\u00eda automatizada.<\/p><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecfe119 elementor-widget elementor-widget-heading\" data-id=\"ecfe119\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.16.0 - 17-10-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Capacitaci\u00f3n de robots para realizar tareas quir\u00fargicas<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6064576 elementor-widget elementor-widget-text-editor\" data-id=\"6064576\" data-element_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<div class=\"text__text__1FZLe text__dark-grey__3Ml43 text__regular__2N1Xr text__small__1kGq2 body__full_width__ekUdw body__small_body__2vQyf article-body__paragraph__2-BtD\" data-testid=\"paragraph-0\">El equipo de investigadores se enfoc\u00f3 en entrenar un sistema rob\u00f3tico quir\u00fargico utilizando videos de cirug\u00edas anteriores, una t\u00e9cnica de aprendizaje conocida como\u00a0<b>aprendizaje por imitaci\u00f3n<\/b>. A diferencia de los m\u00e9todos convencionales, que implican una codificaci\u00f3n detallada de cada paso quir\u00fargico, el aprendizaje por imitaci\u00f3n permite que los robots observen y emulen las tareas realizadas por cirujanos expertos.<\/div><div data-testid=\"paragraph-0\"><b>Esta t\u00e9cnica resulta prometedora, ya que podr\u00eda ahorrar tiempo y hacer que los robots quir\u00fargicos aprendan una amplia variedad de procedimientos de forma r\u00e1pida y efectiva.\u00a0<\/b>En el experimento, el robot fue capaz de realizar tareas esenciales como la\u00a0<b>manipulaci\u00f3n de agujas, la elevaci\u00f3n de tejidos y la sutura, alcanzando un nivel de precisi\u00f3n similar al de un cirujano humano.<\/b><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c1a6e1 elementor-widget elementor-widget-image\" data-id=\"0c1a6e1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.16.0 - 17-10-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"800\" height=\"450\" src=\"https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/WFYS7OYKIBACNLNA2RAWAKIDZM_1.jpg\" class=\"attachment-large size-large wp-image-13449\" alt=\"\" srcset=\"https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/WFYS7OYKIBACNLNA2RAWAKIDZM_1.jpg 992w, https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/WFYS7OYKIBACNLNA2RAWAKIDZM_1-300x169.jpg 300w, https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/WFYS7OYKIBACNLNA2RAWAKIDZM_1-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d7022a elementor-widget elementor-widget-heading\" data-id=\"3d7022a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">El sistema rob\u00f3tico Da Vinci: precisi\u00f3n en cada movimiento<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c184431 elementor-widget elementor-widget-text-editor\" data-id=\"c184431\" data-element_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<div class=\"text__text__1FZLe text__dark-grey__3Ml43 text__regular__2N1Xr text__small__1kGq2 body__full_width__ekUdw body__small_body__2vQyf article-body__paragraph__2-BtD\" data-testid=\"paragraph-0\">Para estos estudios, los investigadores utilizaron el\u00a0<b>sistema Da Vinci<\/b>, una de las plataformas rob\u00f3ticas quir\u00fargicas m\u00e1s avanzadas y reconocidas en el \u00e1mbito m\u00e9dico. Este sistema, normalmente operado por un cirujano humano, cuenta con varios brazos rob\u00f3ticos que imitan los movimientos del cirujano, lo que\u00a0<b>permite realizar maniobras complejas con una precisi\u00f3n sin igual.<\/b><\/div><div data-testid=\"paragraph-0\"><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">Este sistema permite a los m\u00e9dicos realizar funciones como<b>\u00a0disecar, succionar, cortar y sellar vasos sangu\u00edneos con un nivel de control y una vista detallada de la anatom\u00eda del paciente<\/b>\u00a0que ser\u00edan dif\u00edciles de conseguir solo con las manos. La m\u00e1s reciente versi\u00f3n del sistema Da Vinci tiene un costo estimado de m\u00e1s de USD 2 millones, sin incluir equipos de esterilizaci\u00f3n y accesorios adicionales, una inversi\u00f3n importante para hospitales y centros m\u00e9dicos que buscan maximizar los beneficios de la cirug\u00eda rob\u00f3tica.<\/p><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">El m\u00e9todo de\u00a0<b>aprendizaje por imitaci\u00f3n<\/b>\u00a0empleado en este estudio es una innovaci\u00f3n importante, ya que permite a los robots aprender sin necesidad de que cada paso sea codificado manualmente. En lugar de instrucciones espec\u00edficas, el robot procesa cientos de videos de procedimientos quir\u00fargicos, grabados desde c\u00e1maras de mu\u00f1eca en los brazos del sistema Da Vinci, y<b>\u00a0extrae la cinem\u00e1tica necesaria para realizar tareas precisas.<\/b><\/p><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">A diferencia de los modelos de IA que generan texto, como los chatbots, este modelo genera movimientos y direcciones precisas que luego el sistema Da Vinci traduce en acciones mec\u00e1nicas.\u00a0<b>Este m\u00e9todo ofrece la posibilidad de replicar movimientos quir\u00fargicos con gran precisi\u00f3n y adaptarse a la variabilidad de cada caso.<\/b><\/p><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37a7a37 elementor-widget elementor-widget-image\" data-id=\"37a7a37\" data-element_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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"800\" height=\"450\" src=\"https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/GG2FUF3HLNBURBT4GN7I6R7EUQ.jpg\" class=\"attachment-large size-large wp-image-13450\" alt=\"\" srcset=\"https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/GG2FUF3HLNBURBT4GN7I6R7EUQ.jpg 992w, https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/GG2FUF3HLNBURBT4GN7I6R7EUQ-300x169.jpg 300w, https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/GG2FUF3HLNBURBT4GN7I6R7EUQ-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8998f8c elementor-widget elementor-widget-heading\" data-id=\"8998f8c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Autocorrecci\u00f3n de errores: una nueva capacidad de los robots quir\u00fargicos<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-109ac46 elementor-widget elementor-widget-text-editor\" data-id=\"109ac46\" data-element_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<div class=\"text__text__1FZLe text__dark-grey__3Ml43 text__regular__2N1Xr text__small__1kGq2 body__full_width__ekUdw body__small_body__2vQyf article-body__paragraph__2-BtD\" data-testid=\"paragraph-0\"><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">Uno de los aspectos m\u00e1s sorprendentes de este avance es la\u00a0<b>capacidad del robot para autocorregir sus errores<\/b>. Durante el entrenamiento, el robot demostr\u00f3 ser capaz de identificar fallos, como una aguja que se le cae de los brazos, y rectificar su operaci\u00f3n sin intervenci\u00f3n externa. Esta habilidad de reconocer y enmendar errores de manera aut\u00f3noma es un paso crucial hacia la cirug\u00eda rob\u00f3tica independiente.<\/p><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">Seg\u00fan el profesor<b>\u00a0Axel Krieger<\/b>, uno de los investigadores principales del proyecto, esta capacidad de autocorrecci\u00f3n no fue programada expl\u00edcitamente, sino que\u00a0<b>emergi\u00f3 del entrenamiento del robot, mostrando un grado de adaptabilidad que antes era impensable.<\/b><\/p><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">El avance en el uso de robots quir\u00fargicos plantea la posibilidad de una\u00a0<b>cirug\u00eda totalmente aut\u00f3noma<\/b>, que podr\u00eda realizar procedimientos complejos sin necesidad de intervenci\u00f3n humana en cada paso. El equipo de investigadores de\u00a0<i>Johns Hopkins<\/i>\u00a0cree que, con el m\u00e9todo de aprendizaje por imitaci\u00f3n,\u00a0<b>los robots quir\u00fargicos podr\u00edan aprender procedimientos completos en d\u00edas en lugar de a\u00f1os<\/b>, reduciendo los errores m\u00e9dicos y ofreciendo cirug\u00edas de mayor precisi\u00f3n. Este desarrollo podr\u00eda hacer que las cirug\u00edas avanzadas sean m\u00e1s accesibles, especialmente en \u00e1reas remotas o en sistemas de salud con pocos especialistas.<\/p><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2d1a14 elementor-widget elementor-widget-image\" data-id=\"a2d1a14\" data-element_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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" width=\"800\" height=\"450\" src=\"https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/YY77H26UWVAW5LF5RYZH2HWAKM.jpg\" class=\"attachment-large size-large wp-image-13451\" alt=\"\" srcset=\"https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/YY77H26UWVAW5LF5RYZH2HWAKM.jpg 992w, https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/YY77H26UWVAW5LF5RYZH2HWAKM-300x169.jpg 300w, https:\/\/oti.unp.edu.pe\/wp-content\/uploads\/2024\/11\/YY77H26UWVAW5LF5RYZH2HWAKM-768x432.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2264aab elementor-widget elementor-widget-heading\" data-id=\"2264aab\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Comparaci\u00f3n con otros sistemas quir\u00fargicos automatizados<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52e1a10 elementor-widget elementor-widget-text-editor\" data-id=\"52e1a10\" data-element_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<div class=\"text__text__1FZLe text__dark-grey__3Ml43 text__regular__2N1Xr text__small__1kGq2 body__full_width__ekUdw body__small_body__2vQyf article-body__paragraph__2-BtD\" data-testid=\"paragraph-0\"><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">Aunque ya existen dispositivos automatizados para cirug\u00edas espec\u00edficas, como el\u00a0<b>sistema CorPath de Corindus<\/b>, utilizado en procedimientos cardiovasculares, estos suelen estar limitados a pasos concretos y requieren supervisi\u00f3n constante de un m\u00e9dico. Otros sistemas, como el\u00a0<b>STAR<\/b>\u00a0(Smart Tissue Autonomous Robot), desarrollado tambi\u00e9n en\u00a0<i>Johns Hopkins<\/i>\u00a0en 2022, lograron un alto grado de autonom\u00eda al suturar tejidos en un experimento con animales.<\/p><p class=\"paragraph\" data-mrf-recirculation=\"Links inline\">Este \u00faltimo se gui\u00f3 mediante una c\u00e1mara tridimensional avanzada y un algoritmo de seguimiento, y\u00a0<b>pudo suturar dos extremos del intestino de un cerdo sin intervenci\u00f3n humana.<\/b>\u00a0Sin embargo, alcanzar la autonom\u00eda completa en humanos sigue siendo un objetivo a largo plazo, que requiere de desarrollos en precisi\u00f3n, seguridad y adaptaci\u00f3n a la complejidad anat\u00f3mica de cada paciente.<\/p><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Referencia: infobae La\u00a0cirug\u00eda\u00a0fue, tradicionalmente, un campo reservado para los\u00a0m\u00e9dicos\u00a0altamente entrenados,<\/p>\n","protected":false},"author":1,"featured_media":13446,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,2,47,52,5],"tags":[11,9],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - 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