Cardiovascular disease identification using a hybrid CNN-LSTM model with explainable AI

Cardiovascular disease identification using a hybrid CNN-LSTM model with explainable AI

Cardiovascular disease (CVD) is a leading cause of death worldwide, with millions dying each year. The identification and early diagnosis of CVD are critical in preventing adverse health outcomes. Hence, this study proposes a hybrid deep learning (DL) model that combines a convolutional neural netwo...

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Bibliographic Details
Main Authors: Md Maruf Hossain, Md Shahin Ali, Md Mahfuz Ahmed, Md Rakibul Hasan Rakib, Moutushi Akter Kona, Sadia Afrin, Md Khairul Islam, Md Manjurul Ahsan, Sheikh Md Razibul Hasan Raj, Md Habibur Rahman
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Cardiovascular disease
Deep learning
CNN-LSTM
Feature engineering
Explainable AI
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823002162

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http://www.sciencedirect.com/science/article/pii/S2352914823002162

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