{"id":25027,"date":"2022-04-29T08:53:04","date_gmt":"2022-04-29T13:53:04","guid":{"rendered":"https:\/\/saluddigital.com\/?p=25027"},"modified":"2025-10-21T09:31:31","modified_gmt":"2025-10-21T15:31:31","slug":"analisis-de-voz-e-inteligencia-artificial-para-predecir-afecciones-cardiacas","status":"publish","type":"post","link":"https:\/\/saluddigital.com\/en\/big-data\/analisis-de-voz-e-inteligencia-artificial-para-predecir-afecciones-cardiacas\/","title":{"rendered":"Voice analysis and Artificial Intelligence to predict heart conditions"},"content":{"rendered":"
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Mayo Clinic researchers are developing an Artificial Intelligence model to discover the importance of voice recording analysis for non-invasive heart disease detection<\/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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AI could be key to detecting heart disease through remote monitoring. Mayo Clinic researchers are testing AI models to determine if voice could be useful in revealing information about patients' heart health.<\/p>

The article \u201cNon-invasive voice biomarker is associated with incident coronary artery disease events in follow-up\u201d, published in the scientific journal Mayo Clinic Proceedings<\/em><\/a>,<\/em> evaluates the association between pre-identified voice biomarkers and events related to coronary artery disease.<\/p>

A biomarker is a biological molecule found in the body's blood, fluids, or tissues, and its presence can signify a disease or condition process. Biomarkers are used to determine the body's response to treatment or disease.<\/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 the study, they detail the process of implementing an AI algorithm for voice biomarkers, with the aim of accurately predicting which patients were more likely to suffer from a heart condition. Likewise, previous studies had managed to identify relevant components of voice biomarkers and their relationship with coronary artery disease.<\/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 information from the previous studies was vital for the development of the new research, since it included coronary angiograms of patients, which evaluate the obstruction that exists in the arteries that lead to the heart. In this way, through a mobile app specifically designed to analyze voices, the researchers were able to predict the results of coronary artery disease in patients who previously participated in the study and had their voice recorded.<\/p>

Patients with high scores on voice biomarkers were more likely to have symptoms of coronary problems such as chest pain. Although this study is still in the research stage, the combination of AI and voice analysis is key to monitoring the risk of coronary heart disease even remotely. In addition, it is a non-invasive and low-cost method.<\/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

MAYO CLINIC<\/strong><\/p>

https:\/\/newsnetwork.mayoclinic.org\/discussion\/la-inteligencia-artificial-usa-biomarcadores-de-la-voz-para-predecir-enfermedad-arterial-coronaria\/<\/a><\/p>

MAY PROCEEDINGS<\/strong><\/p>

https:\/\/www.mayoclinicproceedings.org\/article\/S0025-6196(21)00808-9\/fulltext<\/a><\/p>

NCI<\/strong><\/p>

https:\/\/www.cancer.gov\/espanol\/publicaciones\/diccionarios\/diccionario-cancer\/def\/biomarcador<\/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":"

Investigadores de Mayo Clinic se encuentran desarrollando un modelo de Inteligencia Artificial, para descubrir la importancia que tiene el an\u00e1lisis de grabaciones de voz para la detecci\u00f3n de enfermedades cardiacas de manera no invasiva La IA podr\u00eda ser clave para detectar enfermedades cardiacas a trav\u00e9s de monitoreo remoto.  Investigadores Mayo Clinic se encuentran probando modelos de IA para determinar si la voz podr\u00eda ser \u00fatil para revelar informaci\u00f3n sobre la salud cardiaca de los pacientes. El art\u00edculo \u201cBiomarcador de voz no invasivo se asocia con eventos de enfermedad arterial coronaria incidentes en el seguimiento\u201d, publicado en la revista cient\u00edfica Mayo Clinic Proceedings, eval\u00faa la asociaci\u00f3n entre biomarcadores preidentificados de la voz y eventos relacionados con enfermedad arterial coronaria. Un biomarcador es una mol\u00e9cula biol\u00f3gica que se encuentra en la sangre, l\u00edquidos o tejidos del cuerpo, y su presencia puede significar el proceso de una afecci\u00f3n o de una enfermedad. Los biomarcadores son utilizados para determinar la respuesta del cuerpo a tratamientos o a enfermedades. En el estudio detallan el proceso de implementaci\u00f3n de un algoritmo de IA, para biomarcadores de la voz, con el objetivo de predecir con precisi\u00f3n, qu\u00e9 pacientes ten\u00edan m\u00e1s probabilidad de sufrir una afecci\u00f3n cardiaca. Asimismo, estudios previos hab\u00edan logrado identificar componentes relevantes de los biomarcadores de la voz y su relaci\u00f3n con enfermedad arterial coronaria. La informaci\u00f3n de los estudios previos fue vital para el desarrollo de la nueva investigaci\u00f3n, ya que incluy\u00f3 angiograf\u00edas coronarias de pacientes, que eval\u00faan la obstrucci\u00f3n que hay en las arterias que llevan al coraz\u00f3n. De esta forma, a trav\u00e9s de una app m\u00f3vil, dise\u00f1ada espec\u00edficamente para analizar voces, los investigadores lograron predecir resultados de enfermedad arterial coronaria en pacientes que participaron previamente en el estudio y contaban con la grabaci\u00f3n de su voz. Los pacientes con evaluaciones altas en los biomarcadores de voz, ten\u00edan m\u00e1s probabilidad de presentar s\u00edntomas de problemas coronarios como dolores en el pecho. A pesar de que este estudio contin\u00faa en etapa de investigaci\u00f3n, la combinaci\u00f3n de IA y el an\u00e1lisis de voz, es clave para vigilar el riesgo de enfermedades coronarias incluso de manera remota. Adem\u00e1s, es un m\u00e9todo no invasivo y de bajo costo. BIBLIOGRAF\u00cdA MAYO CLINIC https:\/\/newsnetwork.mayoclinic.org\/discussion\/la-inteligencia-artificial-usa-biomarcadores-de-la-voz-para-predecir-enfermedad-arterial-coronaria\/ MAYO PROCEEDINGS https:\/\/www.mayoclinicproceedings.org\/article\/S0025-6196(21)00808-9\/fulltext NCI https:\/\/www.cancer.gov\/espanol\/publicaciones\/diccionarios\/diccionario-cancer\/def\/biomarcador<\/p>","protected":false},"author":1,"featured_media":25028,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[156,3393,160],"tags":[145],"class_list":["post-25027","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","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\/25027","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=25027"}],"version-history":[{"count":0,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/posts\/25027\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media\/25028"}],"wp:attachment":[{"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/media?parent=25027"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/categories?post=25027"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/saluddigital.com\/en\/wp-json\/wp\/v2\/tags?post=25027"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}