{"id":22363,"date":"2021-10-28T09:52:16","date_gmt":"2021-10-28T14:52:16","guid":{"rendered":"https:\/\/saluddigital.com\/?p=22363"},"modified":"2025-10-21T11:47:16","modified_gmt":"2025-10-21T17:47:16","slug":"cientificos-en-mexico-desarrollaron-algoritmo-de-inteligencia-artificial-para-conocer-la-salud-fetos-en-gestacion","status":"publish","type":"post","link":"https:\/\/saluddigital.com\/en\/avance-de-la-ciencia\/cientificos-en-mexico-desarrollaron-algoritmo-de-inteligencia-artificial-para-conocer-la-salud-fetos-en-gestacion\/","title":{"rendered":"Scientists in Mexico developed Artificial Intelligence algorithm to know the health of fetuses in gestation"},"content":{"rendered":"
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Scientists have developed Artificial Intelligence (AI) software to know the health of babies before they are born, and would be able to detect alterations remotely.<\/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
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Scientists from the National Autonomous University of Mexico (UNAM), the Autonomous Metropolitan University (UAM) and the Institute of Perinatology, developed AI software to determine the health status of unborn babies. In addition, it would be able to work remotely, that is, gynecologists from remote locations take ultrasound images and send them to the Institute of Perinatology, where they would be analyzed by the software to detect alterations.<\/p>

\u201cThe idea is, through image analysis, to produce a diagnosis. For example, blood supply in the fetal brain, with Doppler ultrasound images that directly measure the blood flow in the brain and the software analyzes it, an estimate is made and a comparison can be made of the normal flow against something abnormal, which already the expert will recommend\u201d, explained Fernando Ar\u00e1mbula Cos\u00edo, from the Research Institute in Applied Mathematics and Systems (IIMAS).<\/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

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The software could also analyze a routine measurement of the femur automatically, the same situation with the cranial circumference and the abdomen, which must be measured within the standards to know if the growth is being adequate. Ar\u00e1mbula Cos\u00edo explained that they have also developed AI algorithms, capable of improving ultrasound images.<\/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

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They are currently developing an algorithm that seeks to measure the contractions of the fetal heart. "An algorithm can be trained with normal contractions and when we record the video of a new fetus and see that the curve shrinks and expands, we could detect abnormalities compared to the normal population," explained the specialist.<\/p>

Regarding this type of innovation and the challenges for its progress, Ar\u00e1mbula Cos\u00edo explained that it is necessary to have high-performance computing equipment. The equipment used was donated by the Huawei company at the end of 2020.<\/p>

Fabi\u00e1n Romo Zamudio, from the General Directorate of Computing and Information and Communication Technologies (DGTIC), recognized the work of the scientists and pointed out the importance of having specialized computer equipment for AI research and development: \u201cWith this infrastructure, with support, the experience of researchers and university professors, alternatives can be found for problems from health aspects, combating poverty, food supply, attention to the challenges of climate change. There are many areas in which artificial intelligence can support human development\u201d, he concluded.<\/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

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\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/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 BIBLIOGRAPHY<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t

UNAM<\/strong><\/p>

https:\/\/www.dgcs.unam.mx\/boletin\/bdboletin\/2021_888.html<\/a><\/p>

THE MAYAN DAY<\/strong><\/p>

https:\/\/www.lajornadamaya.mx\/nacional\/183063\/desarrollan-inteligencia-artificial-para-conocer-la-salud-de-los-fetos<\/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":"

Los cient\u00edficos han desarrollado un software de Inteligencia Artificial (IA), para conocer la salud de los beb\u00e9s antes de nacer, y ser\u00eda capaz de detectar alteraciones de forma remota. Cient\u00edficos de la Universidad Nacional Aut\u00f3noma de M\u00e9xico (UNAM), de la Universidad Aut\u00f3noma de Metropolitana (UAM) y del Instituto de Perinatolog\u00eda, desarrollaron un software de IA para conocer el estado de salud de beb\u00e9s en gestaci\u00f3n. Adem\u00e1s, ser\u00eda capaz funcionar de forma remota, es decir que ginec\u00f3logos de localidades alejadas tomen im\u00e1genes de ultrasonido y las env\u00eden al Instituto de Perinatolog\u00eda, donde ser\u00edan analizadas por el software para detectar alteraciones. \u201cLa idea es, a trav\u00e9s del an\u00e1lisis de im\u00e1genes, producir un diagn\u00f3stico. Por ejemplo, irrigaci\u00f3n sangu\u00ednea en el cerebro fetal, con im\u00e1genes de ultrasonido doppler que miden directamente el flujo de sangre en el cerebro y el software lo analiza, se hace un estimado y se puede hacer una comparaci\u00f3n del flujo normal contra algo anormal, que ya el experto o la experta recomendar\u00e1\u201d, explic\u00f3 Fernando Ar\u00e1mbula Cos\u00edo, del Instituto de Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas (IIMAS). El software tambi\u00e9n podr\u00eda analizar una medici\u00f3n rutinaria del f\u00e9mur de forma autom\u00e1tica, misma situaci\u00f3n con la circunferencia craneal y el abdomen, que deben ser medidas dentro de los est\u00e1ndares para conocer si el crecimiento est\u00e1 siendo el adecuado. Ar\u00e1mbula Cos\u00edo explic\u00f3 que tambi\u00e9n han desarrollado algoritmos de IA, capaces de mejorar las im\u00e1genes de ultrasonido. Actualmente se encuentran desarrollando un algoritmo que busca medir las contracciones del coraz\u00f3n del feto. \u201cSe puede entrenar un algoritmo con contracciones normales y cuando grabamos el video de un nuevo feto y vemos que la curva se encoge y expande, podr\u00edamos detectar anormalidades respecto a la poblaci\u00f3n normal\u201d, explic\u00f3 el especialista. Sobre este tipo de innovaci\u00f3n y los desaf\u00edos para su progreso el Ar\u00e1mbula Cos\u00edo explic\u00f3 que es necesario contar con equipo de c\u00f3mputo de alto rendimiento. El equipo utilizado fue donado por la compa\u00f1\u00eda Huawei a finales de 2020. Fabi\u00e1n Romo Zamudio, de la Direcci\u00f3n General de C\u00f3mputo y de Tecnolog\u00edas de Informaci\u00f3n y Comunicaci\u00f3n (DGTIC), reconoci\u00f3 el trabajo de los cient\u00edficos y se\u00f1al\u00f3 la importancia de contar con equipo de c\u00f3mputo especializado en la investigaci\u00f3n y el desarrollo de IA: \u201cCon esta infraestructura, con apoyos, la experiencia de los investigadores y docentes universitarios, se pueden encontrar alternativas para problemas desde aspectos de salud, combate a la pobreza, a suministro de alimentos, atenci\u00f3n a los retos del cambio clim\u00e1tico. Hay muchas \u00e1reas en las cuales la inteligencia artificial puede apoyar al desarrollo humano\u201d, concluy\u00f3. BIBLIOGRAF\u00cdA UNAM https:\/\/www.dgcs.unam.mx\/boletin\/bdboletin\/2021_888.html LA JORNADA MAYA https:\/\/www.lajornadamaya.mx\/nacional\/183063\/desarrollan-inteligencia-artificial-para-conocer-la-salud-de-los-fetos<\/p>","protected":false},"author":1,"featured_media":22371,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[152,156,3393,160],"tags":[145],"class_list":["post-22363","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-avance-de-la-ciencia","category-big-data","category-inteligencia-artificial-y-ciencia","category-noticias","tag-noticias"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/22363","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=22363"}],"version-history":[{"count":0,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/22363\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media\/22371"}],"wp:attachment":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media?parent=22363"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/categories?post=22363"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/tags?post=22363"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}