ECG based Prediction Model for Cardiac-Related Diseases using Machine Learning Techniques

This dissertation presents research on the construction of predictive models for health conditions through the application of Artificial Intelligence methods. The work is thus focused on the prediction, in the short and long term, of Atrial Fibrillation conditions through the analysis of Electrocard...

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Bibliographic Details
Main Author: Matias, Igor Alexandre Almeida (author)
Format: masterThesis
Language:eng
Published: 2020
Subjects:
Algoritmos Preditivos Na Saúde
Aprendizagem Profunda
Eletrocardiograma
Espectrograma
Fibrilhação Auricular
Inteligência Artificial
Rede Neuronal Convolucional
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Online Access:http://hdl.handle.net/10400.6/10813
Country:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/10813

Internet

http://hdl.handle.net/10400.6/10813

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