{"id":31454,"date":"2022-09-06T08:55:42","date_gmt":"2022-09-06T13:55:42","guid":{"rendered":"https:\/\/saluddigital.com\/?p=31454"},"modified":"2025-10-20T11:08:13","modified_gmt":"2025-10-20T17:08:13","slug":"universidad-de-california-irvine-lanza-programa-de-procesamiento-de-lenguaje-natural-aplicado-a-investigacion-medica","status":"publish","type":"post","link":"https:\/\/saluddigital.com\/en\/big-data\/universidad-de-california-irvine-lanza-programa-de-procesamiento-de-lenguaje-natural-aplicado-a-investigacion-medica\/","title":{"rendered":"University of California, Irvine Launches Natural Language Processing Program Applied to Medical Research"},"content":{"rendered":"
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The University of California (UC) Irvine has partnered with a biomedical company to research and develop data science platforms in critical care units.<\/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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UC Irvine has partnered with Melax Tech, an international natural language processing (NLP) and biomedical technology company, to explore the ability to obtain information from electronic medical record notes, specifically for professionals working in the ICU.<\/p>

The PLN seeks that computers can understand human language either through text or voice. And one of its most used applications is for the extraction of medical data from clinical research, scientific articles, and clinical notes from health professionals.<\/p>

In this way, UC Irvine will use two tools from Melax Tech, the first being LANN, which is a text annotation tool that manages to write, transcribe clinical notes and train PLN models. The other tool, CLAMP, is based on the development and customization of PLN, which, through deep learning and machine learning techniques, develops hybrid channels for the extraction of written clinical information.<\/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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In this regard, UCI researchers at UC Irvine will be able to analyze free-text clinical narrative data using NLP technologies. In this way, it will facilitate the tasks of health professionals, given the large amount of free text data that can go through the process promoted by UC Irvine and Melax Tech.<\/p>

In addition, this association will be able to validate Melax Tech technologies on a large scale thanks to the data sets that the university has. Likewise, you will be able to build relationships with UCI researchers and generate new opportunities for collaboration with other universities and\/or health centers.<\/p>

This news comes after UC Irvine recently backed the creation of an Institute for Precision in Health, which seeks to promote medical research based on Artificial Intelligence (AI).<\/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

PR NEWS WIRE<\/strong><\/p>

https:\/\/www.prnewswire.com\/news-releases\/melax-tech-partners-with-the-university-of-california-irvine-uci-to-bring-cutting-edge-nlp-models-and-capabilities-to-the-uci-health-data-science-platform-301614786.html<\/a><\/p>

HEALTH IT ANALYTICS<\/strong><\/p>

https:\/\/healthitanalytics.com\/news\/uc-irvine-incorporates-natural-language-processing-into-data-science-platform<\/a><\/p>

GRATER IRVINE CHAMBER<\/strong><\/p>

https:\/\/www.greaterirvinechamber.com\/news\/uc-irvine-launches-ai-powered-institute-for-precision-health\/<\/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":"

La Universidad de California (UC) Irvine se asoci\u00f3 con una compa\u00f1\u00eda de biom\u00e9dica para la investigaci\u00f3n y desarrollo de plataformas de ciencias de datos en unidades de cuidados intensivos. La UC Irvine, se asoci\u00f3 con Melax Tech una compa\u00f1\u00eda internacional de tecnolog\u00eda biom\u00e9dica y procesamiento de lenguaje natural (PLN), para explorar la capacidad de obtener informaci\u00f3n de notas de registros m\u00e9dicos electr\u00f3nicos, espec\u00edficamente para profesionales que trabajan en UCI. El PLN busca que las computadoras logren entender el lenguaje humano ya sea mediante texto o voz. Y una de sus aplicaciones m\u00e1s utilizadas es para la extracci\u00f3n de datos m\u00e9dicos de investigaciones cl\u00ednicas, art\u00edculos cient\u00edficos, y de notas cl\u00ednicas de profesionales de la salud. De esta forma, UC Irvine utilizar\u00e1 dos herramientas de Melax Tech, la primera LANN, es una herramienta de anotaci\u00f3n de texto que logra escribir transcribir notas cl\u00ednicas y entrenar modelos de PLN. La otra herramienta, CLAMP, se basa en el desarrollo y personalizaci\u00f3n de PLN que, por medio de t\u00e9cnicas de aprendizaje profundo y aprendizaje autom\u00e1tico, desarrolla canales h\u00edbridos para la extracci\u00f3n de informaci\u00f3n cl\u00ednica escrita. En este sentido, los investigadores de UCI en la UC Irvine, podr\u00e1n analizar datos narrativos cl\u00ednicos en texto libre utilizando tecnolog\u00edas de PNL. De esta forma, ser\u00e1 facilitar\u00e1 las tareas de los profesionales de salud, ante la gran cantidad de datos de texto libre que pueden pasar por el proceso que impulsan UC Irvine y Melax Tech. Adem\u00e1s, esta asociaci\u00f3n lograr\u00e1 validar las tecnolog\u00edas de Melax Tech a gran escala gracias a los conjuntos de datos que tiene la universidad. Asimismo, podr\u00e1 construir relaciones con investigadores de UCI y generar nuevas oportunidades de colaboraci\u00f3n con otras universidades y\/o centros de salud. Esta noticia ocurre luego de que recientemente la UC Irvine apostara por la creaci\u00f3n de un Instituto para la Precisi\u00f3n en Salud, que busca impulsar la investigaci\u00f3n m\u00e9dica basada en Inteligencia Artificial (IA). BIBLIOGRAF\u00cdA PR NEWS WIRE https:\/\/www.prnewswire.com\/news-releases\/melax-tech-partners-with-the-university-of-california-irvine-uci-to-bring-cutting-edge-nlp-models-and-capabilities-to-the-uci-health-data-science-platform-301614786.html HEALTH IT ANALYTICS https:\/\/healthitanalytics.com\/news\/uc-irvine-incorporates-natural-language-processing-into-data-science-platform GRATER IRVINE CHAMBER https:\/\/www.greaterirvinechamber.com\/news\/uc-irvine-launches-ai-powered-institute-for-precision-health\/<\/p>","protected":false},"author":1,"featured_media":31456,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[156,160],"tags":[],"class_list":["post-31454","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-big-data","category-noticias"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/31454","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=31454"}],"version-history":[{"count":0,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/31454\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media\/31456"}],"wp:attachment":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media?parent=31454"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/categories?post=31454"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/tags?post=31454"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}