Prediction of Short-Term Mortality of Cardiac Care Unit Patients Using Image-Transformed ECG Waveforms

Prediction of Short-Term Mortality of Cardiac Care Unit Patients Using Image-Transformed ECG Waveforms

Objective: The early detection of cardiac disease is important because the disease can lead to sudden death and poor prognosis. Electrocardiograms (ECG) are used to screen for cardiac diseases and are useful for the early detection and determination of treatment strategies. However, the ECG waveform...

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Bibliographic Details
Main Authors: Terumasa Kondo, Atsushi Teramoto, Eiichi Watanabe, Yoshihiro Sobue, Hideo Izawa, Kuniaki Saito, Hiroshi Fujita
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Translational Engineering in Health and Medicine
Subjects:
Deep learning
electrocardiogram
GradCAM
mortality prediction
Online Access:https://ieeexplore.ieee.org/document/10056148/

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