Cross-Entropy Learning for Aortic Pathology Classification of Artificial Multi-Sensor Impedance Cardiography Signals

Cross-Entropy Learning for Aortic Pathology Classification of Artificial Multi-Sensor Impedance Cardiography Signals

An aortic dissection, a particular aortic pathology, occurs when blood pushes through a tear between the layers of the aorta and forms a so-called false lumen. Aortic dissection has a low incidence compared to other diseases, but a relatively high mortality that increases with disease progression. A...

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Bibliographic Details
Main Authors: Tobias Spindelböck, Sascha Ranftl, Wolfgang von der Linden
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Entropy
Subjects:
cross-entropy
machine learning
convolutional neural network
impedance cardiography
data fusion
time-series classification
Online Access:https://www.mdpi.com/1099-4300/23/12/1661

Internet

https://www.mdpi.com/1099-4300/23/12/1661

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