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Title: Detecció precoç de malalties cardiovasculars en pacients amb Diabetis Mellitus tipus 1
Author: Grau Corral, Sergi
Director: Kanaan Izquierdo, Samir
Tutor: Ventura Royo, Carles  
Others: Universitat Oberta de Catalunya
Keywords: cardiovascular disease
machine learning
Issue Date: 5-Jun-2018
Publisher: Universitat Oberta de Catalunya
Abstract: Cardiovascular problems are frequent, and happen earlier, in patients with DM1. They are considered as the first cause of death of those patients. There is not enough information on which are the determinant factors. The diagnosis has the extra difficulty that problems happen in young people, and do need a close medical follow up for long time. Based on AI techniques, as Machine Learning, it has been presented a model to be able to predict the risk of a cardiovascular injury. It can be used to recommend a patient do more exhaustive analysis, as get a Multidetector Computed Tomography (MDCT). The work also shows a list of analysis recommended, and in which order, to help with the diagnosis.
Language: Catalan
Appears in Collections:Bachelor thesis, research projects, etc.

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