Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991–2020
Authors
Keywords
Artificial intelligence, Coronary artery disease, Features, Accuracy, ECG, Classification
Journal
COMPUTERS IN BIOLOGY AND MEDICINE
Volume 128, Issue -, Pages 104095
Publisher
Elsevier BV
Online
2020-10-29
DOI
10.1016/j.compbiomed.2020.104095
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Comprehensive electrocardiographic diagnosis based on deep learning
- (2020) Oh Shu Lih et al. ARTIFICIAL INTELLIGENCE IN MEDICINE
- Entropy-Based Measures of Hypnopompic Heart Rate Variability Contribute to the Automatic Prediction of Cardiovascular Events
- (2020) Xueya Yan et al. Entropy
- 1D-CADCapsNet: One dimensional deep capsule networks for coronary artery disease detection using ECG signals
- (2020) Ertan Butun et al. Physica Medica-European Journal of Medical Physics
- Coronary Artery Disease Diagnosis; Ranking the Significant Features Using a Random Trees Model
- (2020) Javad Hassannataj Joloudari et al. International Journal of Environmental Research and Public Health
- Detecting Congestive Heart Failure by Extracting Multimodal Features and Employing Machine Learning Techniques
- (2020) Lal Hussain et al. Biomed Research International
- Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach
- (2020) Elham Nasarian et al. PATTERN RECOGNITION LETTERS
- Hybrid genetic‐discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries
- (2020) Roohallah Alizadehsani et al. EXPERT SYSTEMS
- A comprehensive comparison of handcrafted features and convolutional autoencoders for epileptic seizures detection in EEG signals
- (2020) Afshin Shoeibi et al. EXPERT SYSTEMS WITH APPLICATIONS
- Machine learning-based coronary artery disease diagnosis: A comprehensive review
- (2019) Roohallah Alizadehsani et al. COMPUTERS IN BIOLOGY AND MEDICINE
- Renyi Distribution Entropy Analysis of Short-Term Heart Rate Variability Signals and Its Application in Coronary Artery Disease Detection
- (2019) Manhong Shi et al. Frontiers in Physiology
- Coronary artery calcium score quantification using a deep-learning algorithm
- (2019) W. Wang et al. CLINICAL RADIOLOGY
- Model uncertainty quantification for diagnosis of each main coronary artery stenosis
- (2019) Roohallah Alizadehsani et al. SOFT COMPUTING
- A database for using machine learning and data mining techniques for coronary artery disease diagnosis
- (2019) R. Alizadehsani et al. Scientific Data
- Deep Learning Analysis of Coronary Arteries in Cardiac CT Angiography for Detection of Patients Requiring Invasive Coronary Angiography
- (2019) Majd Zreik et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals
- (2018) U Rajendra Acharya et al. APPLIED INTELLIGENCE
- Entropies for automated detection of coronary artery disease using ECG signals: A review
- (2018) Udyavara Rajendra Acharya et al. Biocybernetics and Biomedical Engineering
- Automated technique for coronary artery disease characterization and classification using DD-DTDWT in ultrasound images
- (2018) U. Raghavendra et al. Biomedical Signal Processing and Control
- Non-invasive detection of coronary artery disease in high-risk patients based on the stenosis prediction of separate coronary arteries
- (2018) Roohallah Alizadehsani et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals
- (2018) Jen Hong Tan et al. COMPUTERS IN BIOLOGY AND MEDICINE
- A novel Gini index decision tree data mining method with neural network classifiers for prediction of heart disease
- (2018) K. Mathan et al. DESIGN AUTOMATION FOR EMBEDDED SYSTEMS
- Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis
- (2018) Majd Zreik et al. MEDICAL IMAGE ANALYSIS
- Deep learning analysis of left ventricular myocardium in CT angiographic intermediate-degree coronary stenosis improves the diagnostic accuracy for identification of functionally significant stenosis
- (2018) Robbert W. van Hamersvelt et al. EUROPEAN RADIOLOGY
- Global, regional, and national age-sex-specific mortality and life expectancy, 1950–2017: a systematic analysis for the Global Burden of Disease Study 2017
- (2018) Daniel Dicker et al. LANCET
- Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study
- (2017) U Rajendra Acharya et al. INFORMATION SCIENCES
- Knowledge discovery in cardiology: A systematic literature review
- (2017) I. Kadi et al. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
- Automatic prediction of coronary artery disease from clinical narratives
- (2017) Kevin Buchan et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Artificial Intelligence in Precision Cardiovascular Medicine
- (2017) Chayakrit Krittanawong et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network
- (2017) U. Rajendra Acharya et al. KNOWLEDGE-BASED SYSTEMS
- Cardiovascular disease in the Eastern Mediterranean region: epidemiology and risk factor burden
- (2017) Karam Turk-Adawi et al. Nature Reviews Cardiology
- Computer aided diagnosis of Coronary Artery Disease, Myocardial Infarction and carotid atherosclerosis using ultrasound images: A review
- (2017) Oliver Faust et al. Physica Medica-European Journal of Medical Physics
- Hybrid Disease Diagnosis Using Multiobjective Optimization with Evolutionary Parameter Optimization
- (2017) MadhuSudana Rao Nalluri et al. Journal of Healthcare Engineering
- Decision making model to predict presence of coronary artery disease using neural network and C5.0 decision tree
- (2017) Ehsan Ahmadi et al. Journal of Ambient Intelligence and Humanized Computing
- Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework
- (2017) Luke Oakden-Rayner et al. Scientific Reports
- An efficient automated technique for CAD diagnosis using flexible analytic wavelet transform and entropy features extracted from HRV signals
- (2016) Mohit Kumar et al. EXPERT SYSTEMS WITH APPLICATIONS
- APPLICATION OF EMPIRICAL MODE DECOMPOSITION–BASED FEATURES FOR ANALYSIS OF NORMAL AND CAD HEART RATE SIGNALS
- (2016) SURABHI SOOD et al. Journal of Mechanics in Medicine and Biology
- A Hybrid Data Mining Model to Predict Coronary Artery Disease Cases Using Non-Invasive Clinical Data
- (2016) Luxmi Verma et al. JOURNAL OF MEDICAL SYSTEMS
- Genetics: Implications for Prevention and Management of Coronary Artery Disease
- (2016) Themistocles L. Assimes et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Machine-Learning Algorithms to Automate Morphological and Functional Assessments in 2D Echocardiography
- (2016) Sukrit Narula et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Coronary artery disease detection using computational intelligence methods
- (2016) Roohallah Alizadehsani et al. KNOWLEDGE-BASED SYSTEMS
- A Data Mining Approach for Cardiovascular Disease Diagnosis Using Heart Rate Variability and Images of Carotid Arteries
- (2016) Hyeongsoo Kim et al. Symmetry-Basel
- A New Integrated Clinical-Biohumoral Model to Predict Functionally Significant Coronary Artery Disease in Patients With Chronic Chest Pain
- (2015) Chiara Caselli et al. CANADIAN JOURNAL OF CARDIOLOGY
- Fuzzy Rule-Based Classification System for Assessing Coronary Artery Disease
- (2015) Reza Ali Mohammadpour et al. Computational and Mathematical Methods in Medicine
- Automated diagnosis of coronary artery disease using tunable-Q wavelet transform applied on heart rate signals
- (2015) Shivnarayan Patidar et al. KNOWLEDGE-BASED SYSTEMS
- A New Initiative on Precision Medicine
- (2015) Francis S. Collins et al. NEW ENGLAND JOURNAL OF MEDICINE
- Development of new risk score for pre-test probability of obstructive coronary artery disease based on coronary CT angiography
- (2014) Shinichiro Fujimoto et al. HEART AND VESSELS
- Coronary Artery Calcification
- (2014) Mahesh V. Madhavan et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Network Analysis of Inflammatory Genes and Their Transcriptional Regulators in Coronary Artery Disease
- (2014) Jiny Nair et al. PLoS One
- Multicenter Validation of the Diagnostic Accuracy of a Blood-Based Gene Expression Test for Assessing Obstructive Coronary Artery Disease in Nondiabetic Patients
- (2013) Steven Rosenberg ANNALS OF INTERNAL MEDICINE
- A Systems Biology Framework Identifies Molecular Underpinnings of Coronary Heart Disease
- (2013) Tianxiao Huan et al. ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY
- Adaptive mining prediction model for content recommendation to coronary heart disease patients
- (2013) Jae-Kwon Kim et al. Cluster Computing-The Journal of Networks Software Tools and Applications
- A data mining approach for diagnosis of coronary artery disease
- (2013) Roohallah Alizadehsani et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images
- (2013) U. Rajendra Acharya et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Linear and nonlinear analysis of normal and CAD-affected heart rate signals
- (2013) U. Rajendra Acharya et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Improved accuracy of myocardial perfusion SPECT for detection of coronary artery disease by machine learning in a large population
- (2013) Reza Arsanjani et al. JOURNAL OF NUCLEAR CARDIOLOGY
- AUTOMATED CAROTID INTIMA MEDIA THICKNESS FOR PREDICTION OF SYNTAX SCORE IN JAPANESE CORONARY ARTERY DISEASE PATIENTS
- (2013) Nobutaka Ikeda et al. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY
- Coronary heart disease optimization system on adaptive-network-based fuzzy inference system and linear discriminant analysis (ANFIS–LDA)
- (2013) Jung-Gi Yang et al. Personal and Ubiquitous Computing
- A hybrid particle swarm optimization based fuzzy expert system for the diagnosis of coronary artery disease
- (2012) S. Muthukaruppan et al. EXPERT SYSTEMS WITH APPLICATIONS
- Coronary heart disease diagnosis by artificial neural networks including genetic polymorphisms and clinical parameters
- (2012) Oleg Yu. Atkov et al. Journal of Cardiology
- NOVEL CLASSIFICATION OF CORONARY ARTERY DISEASE USING HEART RATE VARIABILITY ANALYSIS
- (2012) SUMEET DUA et al. Journal of Mechanics in Medicine and Biology
- Accurate Prediction of Coronary Artery Disease Using Reliable Diagnosis System
- (2012) Indrajit Mandal et al. JOURNAL OF MEDICAL SYSTEMS
- Design of a Fuzzy-based Decision Support System for Coronary Heart Disease Diagnosis
- (2012) Adel Lahsasna et al. JOURNAL OF MEDICAL SYSTEMS
- Fuzzy expert system approach for coronary artery disease screening using clinical parameters
- (2012) Debabrata Pal et al. KNOWLEDGE-BASED SYSTEMS
- Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform
- (2012) Donna Giri et al. KNOWLEDGE-BASED SYSTEMS
- Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010
- (2012) Rafael Lozano et al. LANCET
- Effective Diagnosis of Coronary Artery Disease Using The Rotation Forest Ensemble Method
- (2011) Esra Mahsereci Karabulut et al. JOURNAL OF MEDICAL SYSTEMS
- Cardiac PET-CT: advanced hybrid imaging for the detection of coronary artery disease
- (2011) P. Knaapen et al. Netherlands Heart Journal
- A Biomedical System Based on Artificial Neural Network and Principal Component Analysis for Diagnosis of the Heart Valve Diseases
- (2010) Harun Uğuz JOURNAL OF MEDICAL SYSTEMS
- A comparison of feature selection models utilizing binary particle swarm optimization and genetic algorithm in determining coronary artery disease using support vector machine
- (2009) İsmail Babaoglu et al. EXPERT SYSTEMS WITH APPLICATIONS
- Heartbeat Time Series Classification With Support Vector Machines
- (2009) A. Kampouraki et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Coronary artery disease prediction method using linear and nonlinear feature of heart rate variability in three recumbent postures
- (2009) Heon Gyu Lee et al. INFORMATION SYSTEMS FRONTIERS
- A Text Mining Approach to the Prediction of Disease Status from Clinical Discharge Summaries
- (2009) H. Yang et al. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
- Effective diagnosis of heart disease through neural networks ensembles
- (2008) Resul Das et al. EXPERT SYSTEMS WITH APPLICATIONS
- Automated Diagnosis of Coronary Artery Disease Based on Data Mining and Fuzzy Modeling
- (2008) M.G. Tsipouras et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Assessment of exercise stress testing with artificial neural network in determining coronary artery disease and predicting lesion localization
- (2007) Ismail Babaoglu et al. EXPERT SYSTEMS WITH APPLICATIONS
- Comparing performances of logistic regression, classification and regression tree, and neural networks for predicting coronary artery disease
- (2006) Imran Kurt et al. EXPERT SYSTEMS WITH APPLICATIONS
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started