Advanced detection of coronary artery disease via deep learning analysis of plasma cytokine data

The 2017 World Health Organization Fact Sheet highlights that coronary artery disease is the leading cause of death globally, responsible for approximately 30% of all deaths. In this context, machine learning (ML) technology is crucial in identifying coronary artery disease, thereby saving lives. ML...

Full description

Bibliographic Details
Published in:	Frontiers in Cardiovascular Medicine
Main Authors:	Muhammad Shoaib, Ahmad Junaid, Ghassan Husnain, Mansoor Qadir, Yazeed Yasin Ghadi, S. S. Askar, Mohamed Abouhawwash
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-03-01
Subjects:	coronary artery disease convolutional neural network recurrent neural network supervised learning plasma cytokines
Online Access:	https://www.frontiersin.org/articles/10.3389/fcvm.2024.1365481/full

Similar Items

A novel approach for detecting deep fake videos using graph neural network
by: M. M. El-Gayar, et al.
Published: (2024-02-01)

Real-Time Hardware Identification of Complex Dynamical Plant by Artificial Neural Network Based on Experimentally Processed Data by Smart Technologies
by: Valerii I. Kruzhkov, et al.
Published: (2023-06-01)

Semi-Supervised Recurrent Neural Network for Adverse Drug Reaction mention extraction
by: Shashank Gupta, et al.
Published: (2018-06-01)

Explainable deep-neural-network supported scheme for tuberculosis detection from chest radiographs
by: B. Uma Maheswari, et al.
Published: (2024-02-01)

Intelligent computing based supervised learning for solving nonlinear system of malaria endemic model
by: Iftikhar Ahmad, et al.
Published: (2022-09-01)

Intelligent Assessment of Percutaneous Coronary Intervention Based on GAN and LSTM Models
by: Zi-Zhuang Zou, et al.
Published: (2020-01-01)

Improving sample efficiency and exploration in upside-down reinforcement learning
by: Mohammadreza Nakhaei, et al.
Published: (2025-09-01)

Modeling Cognitive Load as a Self-Supervised Brain Rate with Electroencephalography and Deep Learning
by: Luca Longo
Published: (2022-10-01)

Unveiling the 5G Frontier: Navigating Challenges, Applications, and Measurements in Channel Models and Implementations
by: Muhammad Shoaib, et al.
Published: (2024-01-01)

Enhancing Agricultural Disease Detection: A Multi‐Model Deep Learning Novel Approach
by: Muhammad Khalid Hamid, et al.
Published: (2025-01-01)

Password strength verification based on machine learning algorithms and LSTM recurrent neural networks
by: V. V. Belikov, et al.
Published: (2023-08-01)

Spike-based computation using classical recurrent neural networks
by: Florent De Geeter, et al.
Published: (2024-01-01)

Attention-Based SeriesNet: An Attention-Based Hybrid Neural Network Model for Conditional Time Series Forecasting
by: Yepeng Cheng, et al.
Published: (2020-06-01)

Self-supervised recurrent depth estimation with attention mechanisms
by: Ilya Makarov, et al.
Published: (2022-01-01)

Constructing Ghost Free High Dynamic Range Images Using Convolutional Neural Network And Structural Similarity Index
by: Shahid Khan, et al.
Published: (2017-12-01)

Interrelation of individual risk and coronary atherosclerosis in coronary heart disease prognosis
by: E. V. Kotelnikova, et al.
Published: (2004-02-01)

A Comparison of the State-of-the-Art Deep Learning Platforms: An Experimental Study
by: Abdullah Talha Kabakuş
Published: (2020-12-01)

Exploring Types of Photonic Neural Networks for Imaging and Computing—A Review
by: Svetlana N. Khonina, et al.
Published: (2024-04-01)

Predicting Forex Currency Fluctuations Using a Novel Bio-Inspired Modular Neural Network
by: Christos Bormpotsis, et al.
Published: (2023-09-01)

Damage Detection in Structural Health Monitoring using Hybrid Convolution Neural Network and Recurrent Neural Network
by: Thanh Bui-Tien, et al.
Published: (2021-12-01)

Damage detection in structural health monitoring using hybrid convolution neural network and recurrent neural network
by: Dung Bui-Ngoc, et al.
Published: (2022-01-01)

Earthquake Prediction for the Düzce Province in the Marmara Region Using Artificial Intelligence
by: Turgut Pura, et al.
Published: (2023-07-01)

Beyond the Maximum Storage Capacity Limit in Hopfield Recurrent Neural Networks
by: Giorgio Gosti, et al.
Published: (2019-07-01)

Real-time classification of hand movements as a basis for intuitive control of grasp neuroprostheses
by: Amelin Dmitry, et al.
Published: (2020-10-01)

Aligned and oblique dynamics in recurrent neural networks
by: Friedrich Schuessler, et al.
Published: (2024-11-01)

Local online learning in recurrent networks with random feedback
by: James M Murray
Published: (2019-05-01)

Word-Based POMDP Dialog Management via Hybrid Learning
by: Shuyu Lei, et al.
Published: (2019-01-01)

Plasma Inflammatory Cytokines Are Elevated in ALS
by: Rosanna Tortelli, et al.
Published: (2020-11-01)

Advancements in the application of deep learning for coronary artery calcification
by: Ke-Xin Tang, et al.
Published: (2025-03-01)

HealthChain: A blockchain‐based framework for secure and interoperable electronic health records (EHRs)
by: Ghassan Husnain, et al.
Published: (2024-12-01)

Supervised Learning Perspective in Logic Mining
by: Mohd Shareduwan Mohd Kasihmuddin, et al.
Published: (2022-03-01)

Error-Based Noise Filtering During Neural Network Training
by: Fahad Alharbi, et al.
Published: (2020-01-01)

Utilizing dynamic treatment information for MACE prediction of acute coronary syndrome
by: Huilong Duan, et al.
Published: (2019-01-01)

Coronary Artery Segmentation Based on Transfer Learning and UNet Architecture on Computed Tomography Coronary Angiography Images
by: Belen Serrano-Anton, et al.
Published: (2023-01-01)

Applying the Deep Learning Techniques to Solve Classification Tasks Using Gene Expression Data
by: Sergii Babichev, et al.
Published: (2024-01-01)

A SYSTEMATIC READING IN STATISTICAL TRANSLATION: FROM THE STATISTICAL MACHINE TRANSLATION TO THE NEURAL TRANSLATION MODELS.
by: Zakaria El Maazouzi, et al.
Published: (2017-11-01)

Use of machine learning tools to estimate drying rate of apple and apricot wood discs
by: Martina Balac, et al.
Published: (2025-09-01)

Model of the malicious traffic classification based on hypergraph neural network
by: Wenbo ZHAO, et al.
Published: (2023-10-01)

Model of the malicious traffic classification based on hypergraph neural network
by: Wenbo ZHAO, Zitong MA, Zhe YANG
Published: (2023-10-01)

Advanced Malware Detection: Integrating Convolutional Neural Networks with LSTM RNNs for Enhanced Security
by: Balsam Ridha Habeeb Alsaedi
Published: (2024-12-01)