{"id":14,"date":"2026-06-11T11:44:57","date_gmt":"2026-06-11T16:44:57","guid":{"rendered":"https:\/\/academia.utp.edu.co\/procesamiento-biosenales\/?page_id=14"},"modified":"2026-06-11T11:44:59","modified_gmt":"2026-06-11T16:44:59","slug":"lineas-de-investigacion","status":"publish","type":"page","link":"https:\/\/academia.utp.edu.co\/procesamiento-biosenales\/lineas-de-investigacion\/","title":{"rendered":"L\u00edneas de Investigaci\u00f3n"},"content":{"rendered":"<h1>Enfoque Cient\u00edfico y L\u00edneas T\u00e9cnicas<\/h1>\n<p>La actividad cient\u00edfica del semillero se desarrolla dentro de la l\u00ednea de investigaci\u00f3n en <strong>Autom\u00e1tica<\/strong>, orientando sus esfuerzos hacia la adquisici\u00f3n, acondicionamiento y procesamiento digital de se\u00f1ales de origen biol\u00f3gico para el desarrollo de soluciones tecnol\u00f3gicas aplicadas e investigaci\u00f3n formativa.<\/p>\n<h2>N\u00facleos de Formaci\u00f3n Cient\u00edfica<\/h2>\n<p>Nuestra agenda acad\u00e9mica se centra en el dominio pr\u00e1ctico de dos vertientes esenciales:<\/p>\n<ul>\n<li><strong>Machine Learning:<\/strong> Comprensi\u00f3n y aplicaci\u00f3n de t\u00e9cnicas para el an\u00e1lisis de datos de biose\u00f1ales, incluyendo la construcci\u00f3n de modelos predictivos y clasificadores enfocados en la detecci\u00f3n de patrones relevantes en se\u00f1ales biom\u00e9dicas.<\/li>\n<li><strong>Recolecci\u00f3n e Instrumentaci\u00f3n de Se\u00f1ales Biol\u00f3gicas:<\/strong> Estudio y fundamentaci\u00f3n de los m\u00e9todos de adquisici\u00f3n y acondicionamiento de datos biol\u00f3gicos.<\/li>\n<\/ul>\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Enfoque Cient\u00edfico y L\u00edneas T\u00e9cnicas La actividad cient\u00edfica del semillero se desarrolla dentro de la l\u00ednea de investigaci\u00f3n en Autom\u00e1tica, orientando sus esfuerzos hacia la adquisici\u00f3n, acondicionamiento y procesamiento digital 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