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 Alsarori, Ahmed Mohammed, Mohd Herwan, Sulaiman
Format:	Article
Language:	en
Published:	Elsevier B.V. 2025
Subjects:	RC Internal medicine RD Surgery TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/44971/1/1-s2.0-S2215016125003115-main.pdf http://umpir.ump.edu.my/id/eprint/44971/ https://doi.org/10.1016/j.mex.2025.103466
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