Publication: Herramienta de apoyo al diagnóstico basada en el análisis de historias clínicas
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2017
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Abstract
Actualmente una de las tareas más importantes a las que se enfrenta un médico es encontrar el diagnóstico de un paciente en el menor tiempo posible para poder hacer frente a la situación. Este proyecto tiene como objetivo ayudar al personal médico ofreciéndoles la posibilidad de comparar un gran número de informes en busca de aquellos más similares respecto a la información extraída de cada informe.
Para ello, hay que conseguir representar todos los informes de una manera similar, tal y como se describe en este proyecto, de forma que la comparación sea lo más sencilla y precisa posible. Esta aplicación se divide en tres partes: las dos primeras llevan a cabo la construcción de las representaciones extrayendo la mayor información posible de cada informe médico y la tercera parte se encarga de realizar la búsqueda por similitud en dichas representaciones.
At the moment one of the most important tasks that a doctor faces is to find the diagnosis of a patient in the shortest time possible to be able to face the situation. This project aims to help medical staff by offering the possibility of comparing a large number of reports in search of those more similar to the symptoms presented by the patient. To do this, you must be able to represent all reports in a similar way, as described in this project, so that the comparison is as simple and accurate as possible. This application is divided into three parts: the first two carry out the construction of the representations by extracting as much information as possible from each medical report and the third part is responsible for the search for similarity in said representations.
At the moment one of the most important tasks that a doctor faces is to find the diagnosis of a patient in the shortest time possible to be able to face the situation. This project aims to help medical staff by offering the possibility of comparing a large number of reports in search of those more similar to the symptoms presented by the patient. To do this, you must be able to represent all reports in a similar way, as described in this project, so that the comparison is as simple and accurate as possible. This application is divided into three parts: the first two carry out the construction of the representations by extracting as much information as possible from each medical report and the third part is responsible for the search for similarity in said representations.
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Trabajo de Fin de Grado en Ingeniería de Software (Universidad Complutense, Facultad de Informática, curso 2016/2017)