Integrated deep learning for cardiovascular risk assessment and diagnosis: An evolutionary mating algorithm-enhanced CNN-LSTM

Integrated deep learning for cardiovascular risk assessment and diagnosis: An evolutionary mating algorithm-enhanced CNN-LSTM

Cardiovascular diseases (CVD) remain the leading cause of mortality worldwide, emphasizing the urgent need for accurate and efficient predictive models. This study proposes a dual-output deep learning model based on a hybrid Convolutional Neural Network–Long Short-Term Memory (CNN-LSTM) model, optim...

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Bibliographic Details
Main Authors: Ahmed Mohammed Ahmed Alsarori, Mohd Herwan Sulaiman
Format: Article
Language:English
Published: Elsevier 2025-12-01
Series:MethodsX
Subjects:
Dual Output CNN-LSTM-EMA
Online Access:http://www.sciencedirect.com/science/article/pii/S2215016125003115
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