G. Aris Jiménez, C. Garcia Martos, F. González-Martínez, J. Mira McWilliams, A. Muñoz-Cutillas, R. Rodríguez-Fernández, S. Rodríguez-Tubio

Este trabajo surge del interés del Hospital Infantil Gregorio Marañón de Madrid por clasificar a sus pacientes infantiles con gastroenteritis aguda por etiologías y gravedad. En la base de datos original existen datos faltantes.
Se plantean distintas estrategias y se elige aquélla que permite obtener un modelo de clasificación con el menor error posible, a partir de un tamaño de muestra lo más amplio posible.
Adicionalmente, se ha programado una aplicación web que permite determinar utilizando los resultados de las técnicas estadísticas aplicadas- si el cuadro del paciente pediátrico es debido a virus o bacteria.
Esta herramienta pretende facilitar el diagnóstico de los pediatras de un gran hospital.

Keywords: Aplicaciones en Medicina, Clasificación, Machine Learning, PCA.

Scheduled

Aplicaciones de la Estadística II
June 10, 2022  4:00 PM
A15


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Predicción de peso, temperatura y humedad relativa en colmenas sensorizadas

M. C. Robustillo Carmona, C. J. Pérez Sánchez, M. I. Parra Arévalo

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A. Quirós Carretero, M. Ferrer-Julià, D. Herrero Alonso, E. García Meléndez, E. González Gómez de Agüero, N. Fuertes Prieto, E. Colmenero Hidalgo


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