January 1, 2019Korean Circulation Journal134 citationsOpen Access
Development and Validation of Deep-Learning Algorithm for Electrocardiography-Based Heart Failure Identification
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Structured PICO
Does a deep-learning algorithm using ECG features improve heart failure identification compared to other machine-learning methods?
I
Intervention
Deep-learning algorithm using ECG features
C
Comparator
Other machine-learning methods
O
Outcome
Heart failure identification
A deep-learning algorithm using ECG features accurately identifies heart failure and outperforms other machine-learning methods.
Abstract
The deep-learning algorithm accurately identified HF using ECG features and outperformed other machine-learning methods.
Cite This Study
Kwon et al. (2019) studied this question.