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Curso gratuito sobre IA en el sector sanitario

Curso gratuito sobre IA en el sector sanitario

Beginner level 3.0 learning hrs

Descubra cómo la inteligencia artificial está transformando la atención médica a través de la limpieza de datos, la creación de modelos y la evaluación en el análisis de imágenes médicas.

Curso gratuito sobre IA en el sector sanitario

Beginner level 3.0 learning hrs
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Skills you will gain

Introducción a la inteligencia artificial

Aprendizaje automático

Aprendizaje profundo

Redes neuronales

entre otros temas. Demostración práctica de clasificación

Regresión

Y un estudio de caso sencillo.

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Key Highlights

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About this course

Este curso gratuito en línea de IA en el sector salud presenta los conceptos esenciales de la inteligencia artificial y sus aplicaciones en la salud y los servicios sanitarios. El recorrido comienza con los fundamentos de la inteligencia artificial, como los tipos de IA, su funcionamiento y su importancia para la tecnología y la toma de decisiones humanas. A continuación, con especial atención a la IA generativa, aprenderás sobre los modelos de lenguaje de gran escala y ChatGPT. También se analizan cuestiones éticas y algunas líneas futuras orientadas a la creación inteligente de contenido y a los sistemas de comunicación.

El curso gratuito de IA en el sector salud también aborda la aplicación de la IA y sus implicaciones en la atención sanitaria. Obtendrás una comprensión más profunda de cómo la IA está transformando el desarrollo de medicamentos, el diagnóstico y tratamiento de pacientes, el seguimiento y la adherencia a la medicación, y las funciones de gestión de la salud. Todo esto conduce a una atención más precisa y personalizada. Además, trabajarás con un caso práctico real sobre el uso de IA para detectar neumonía en imágenes médicas, lo que te permitirá comprender mejor la limpieza de datos, la creación de modelos y la evaluación en el análisis de imágenes médicas.

Por último, se tratan los riesgos, los retos y los dilemas éticos de la IA en la atención sanitaria, junto con las perspectivas de desarrollo futuro, las oportunidades profesionales y la investigación relacionadas con el desarrollo responsable de tecnologías de IA para la prestación de servicios de salud.

Course outline

Fundamentos de la Inteligencia Artificial

En este módulo obtendrás una base sólida sobre cómo la inteligencia artificial transforma la tecnología y la toma de decisiones humanas. Se estudian las ideas fundamentales, los tipos de IA, su funcionamiento y su importancia.

Fundamentos de IA generativa, LLM y ChatGPT

Este módulo explica los principios de funcionamiento, las aplicaciones, los retos éticos y las tendencias futuras que influyen en la creación inteligente de contenidos y en los sistemas de comunicación relacionados con la IA generativa, los modelos de lenguaje de gran escala y ChatGPT.

IA aplicada a la atención sanitaria

En este módulo aprenderás cómo la inteligencia artificial está transformando la atención sanitaria mediante el desarrollo de medicamentos, el diagnóstico, el tratamiento, el seguimiento de pacientes y los sistemas de gestión de la salud. Estos avances mejoran la precisión, la eficacia y la prestación de una atención personalizada.

Estudio de caso

Este módulo presenta un caso real sobre la identificación de neumonía mediante IA. Se muestran los procesos de preparación de datos, creación de modelos y evaluación para un análisis eficaz de imágenes médicas con enfoques de aprendizaje automático.

Riesgos, retos, ética y futuro de la IA en salud

Este módulo analiza las dificultades operativas, tecnológicas y éticas de la IA en el sector salud. También se abordan nuevos desarrollos, salidas profesionales y oportunidades de investigación que contribuyen a un futuro responsable de la IA en la atención sanitaria.

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Curso gratuito sobre IA en el sector sanitario

3.0 Hours

Beginner

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Master in-demand skills & tools

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