Identifying Hypertrophic or Dilated Cardiomyopathy: Development and Validation of a Fine-Tuned ResNet50 Model Based on Electrocardiogram Image

Identifying Hypertrophic or Dilated Cardiomyopathy: Development and Validation of a Fine-Tuned ResNet50 Model Based on Electrocardiogram Image

There is no established detecting tool for hypertrophic cardiomyopathy (HCM) and dilated cardiomyopathy (DCM). This study aimed to develop a deep-learning-based model for identifying HCM and DCM using standard 12-lead electrocardiogram (ECG) images. We obtained a cohort of patients with HCM (171 ECG...

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Bibliographic Details
Main Authors: Jiayu Xu, Bo Chen, Weiyang Liu, Wei Dong, Yan Zhuang, Peifang Zhang, Kunlun He
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Bioengineering
Subjects:
artificial intelligence
electrocardiogram image
hypertrophic cardiomyopathy
dilated cardiomyopathy
diagnosis
Online Access:https://www.mdpi.com/2306-5354/12/3/250
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