1,221
Views
67
CrossRef citations to date
0
Altmetric
Articles

Coronary Artery Heart Disease Prediction: A Comparative Study of Computational Intelligence Techniques

, ORCID Icon &

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (3)

Jaishri Wankhede, Palaniappan Sambandam & Magesh Kumar. (2022) Effective prediction of heart disease using hybrid ensemble deep learning and tunicate swarm algorithm. Journal of Biomolecular Structure and Dynamics 40:23, pages 13334-13345.
Read now
D. Deepika & N. Balaji. (2022) Effective heart disease prediction with Grey-wolf with Firefly algorithm-differential evolution (GF-DE) for feature selection and weighted ANN classification. Computer Methods in Biomechanics and Biomedical Engineering 25:12, pages 1409-1427.
Read now
Smita & Ela Kumar. (2021) Probabilistic decision support system using machine learning techniques : A case study of Cardiovascular diseases. Journal of Discrete Mathematical Sciences and Cryptography 24:5, pages 1487-1496.
Read now

Articles from other publishers (64)

Divya Garg, Gyanendra Kumar Verma & Awadhesh Kumar Singh. (2023) A review of Deep Learning based methods for Affect Analysis using Physiological Signals. Multimedia Tools and Applications 82:17, pages 26089-26134.
Crossref
Anmol Pattanaik & Rakesh Chandra Balabantaray. (2022) Enhancement of license plate recognition performance using Xception with Mish activation function. Multimedia Tools and Applications 82:11, pages 16793-16815.
Crossref
Sanjay Dhanka, Vibhor Kumar Bhardwaj & Surita Maini. (2023) Comprehensive analysis of supervised algorithms for coronary artery heart disease detection. Expert Systems.
Crossref
Fengwei Gu, Jun Lu & Chengtao Cai. (2023) A robust attention-enhanced network with transformer for visual tracking. Multimedia Tools and Applications.
Crossref
Serdar Gündoğdu. (2023) Efficient prediction of early-stage diabetes using XGBoost classifier with random forest feature selection technique. Multimedia Tools and Applications.
Crossref
G. Wiselin Jiji. (2023) Biomarker to find neurodegenerative diseases using the structural changes in brain using computer vision. Multimedia Tools and Applications.
Crossref
Abobaker Mohammed Qasem Farhan & Shangming Yang. (2023) Automatic lung disease classification from the chest X-ray images using hybrid deep learning algorithm. Multimedia Tools and Applications.
Crossref
Ashok Kumar Munnangi, Satheeshwaran UdhayaKumar, Vinayakumar Ravi, Ramesh Sekaran & Suthendran Kannan. (2023) Survival study on deep learning techniques for IoT enabled smart healthcare system. Health and Technology 13:2, pages 215-228.
Crossref
Madhusudan G Lanjewar, Jivan S Parab & Arman Yusuf Shaikh. (2022) Development of framework by combining CNN with KNN to detect Alzheimer’s disease using MRI images. Multimedia Tools and Applications 82:8, pages 12699-12717.
Crossref
Çağatay Berke Erdaş, Emre Sümer & Seda Kibaroğlu. (2023) Neurodegenerative diseases detection and grading using gait dynamics. Multimedia Tools and Applications.
Crossref
J. Vijaya. (2023) Heart Disease Prediction using Clustered Genetic Optimization Algorithm. Heart Disease Prediction using Clustered Genetic Optimization Algorithm.
Konstantinos Psychogyios, Loukas Ilias, Christos Ntanos & Dimitris Askounis. (2023) Missing Value Imputation Methods for Electronic Health Records. IEEE Access 11, pages 21562-21574.
Crossref
Petar Radanliev & David De Roure. (2022) New and emerging forms of data and technologies: literature and bibliometric review. Multimedia Tools and Applications 82:2, pages 2887-2911.
Crossref
Moshira S. Ghaleb, Hala M. Ebied, Howida A. Shedeed & Mohamed F. Tolba. 2023. Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022. Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022 260 270 .
Satyajit Panigrahi, H. Swapnarekha & Sharmila Subudhi. 2023. Nature-Inspired Optimization Methodologies in Biomedical and Healthcare. Nature-Inspired Optimization Methodologies in Biomedical and Healthcare 269 293 .
Fariba Khounraz, Mahmood Khodadoost, Saeid Gholamzadeh, Rashed Pourhamidi, Tayebeh Baniasadi, Aida Jafarbigloo, Gohar Mohammadi, Mahnaz Ahmadi & Seyed Mohammad Ayyoubzadeh. (2023) Prognosis of COVID‐19 patients using lab tests: A data mining approach. Health Science Reports 6:1.
Crossref
Kirti Raj Bhatele, Anand Jha, Devanshu Tiwari, Mukta Bhatele, Sneha Sharma, Muktasha R. Mithora & Stuti Singhal. (2022) COVID-19 Detection: A Systematic Review of Machine and Deep Learning-Based Approaches Utilizing Chest X-Rays and CT Scans. Cognitive Computation.
Crossref
Mahmut DİRİK. (2022) Machine Learning-Based Lung Cancer Diagnosis. Turkish Journal of Engineering.
Crossref
Gouri Sankar Nayak, Pradeep Kumar Mallick & Neelmadhab Padhi. (2022) Prediction Of Heart Disease and Identification of Severity Level Using Machine Learning Classifier with Android App. Prediction Of Heart Disease and Identification of Severity Level Using Machine Learning Classifier with Android App.
Muhammad Haseeb Aslam & Syed Fawad Hussain. (2022) Prediction of Heart Failure by using Machine Learning and Feature Selection. Prediction of Heart Failure by using Machine Learning and Feature Selection.
Pengfei Sun, Ying Feng, Chen Chen, Andre Dekker, Linxue Qian, Zhixiang Wang & Jun Guo. (2022) An AI model of sonographer’s evaluation+ S-Detect + elastography + clinical information improves the preoperative identification of benign and malignant breast masses. Frontiers in Oncology 12.
Crossref
Sadia Arooj, Saif ur Rehman, Azhar Imran, Abdullah Almuhaimeed, A. Khuzaim Alzahrani & Abdulkareem Alzahrani. (2022) A Deep Convolutional Neural Network for the Early Detection of Heart Disease. Biomedicines 10:11, pages 2796.
Crossref
Arnab Kumar Mishra, Pinki Roy, Sivaji Bandyopadhyay & Sujit Kumar Das. (2022) Feature fusion based machine learning pipeline to improve breast cancer prediction. Multimedia Tools and Applications 81:26, pages 37627-37655.
Crossref
Kawser Rashid, Md. Ashraful Islam, Rakib Ali Tanzin, Md. Lutfullahil Labib & Musharrat Khan. (2022) Heart Disease Prediction Using Interquartile Range Preprocessing and Hypertuned Machine Learning. Heart Disease Prediction Using Interquartile Range Preprocessing and Hypertuned Machine Learning.
Hemanta Kumar Bhuyan, Vinayakumar Ravi, Biswajit Brahma & Nilayam Kumar Kamila. (2022) Disease analysis using machine learning approaches in healthcare system. Health and Technology 12:5, pages 987-1005.
Crossref
Goutam Kumar Sahoo, Keerthana Kanike, Santos Kumar Das & Poonam Singh. (2022) Machine Learning-Based Heart Disease Prediction: A Study for Home Personalized Care. Machine Learning-Based Heart Disease Prediction: A Study for Home Personalized Care.
Siti Nor Ashikin Ismail, Nazrul Anuar Nayan, Rosmina Jaafar & Zazilah May. (2022) Recent Advances in Non-Invasive Blood Pressure Monitoring and Prediction Using a Machine Learning Approach. Sensors 22:16, pages 6195.
Crossref
Md. Maidul Islam, Tanzina Nasrin Tania & Sharmin Akter. (2022) HDVis: An Interactive Heart Disease Analysis Through Visualization System. HDVis: An Interactive Heart Disease Analysis Through Visualization System.
Nurul Absar, Emon Kumar Das, Shamsun Nahar Shoma, Mayeen Uddin Khandaker, Mahadi Hasan Miraz, M. R. I. Faruque, Nissren Tamam, Abdelmoneim Sulieman & Refat Khan Pathan. (2022) The Efficacy of Machine-Learning-Supported Smart System for Heart Disease Prediction. Healthcare 10:6, pages 1137.
Crossref
Onur ÜNLÜ, Hüma ÜNLÜ & Yılmaz ATAY. (2022) The Utilization and Comparison of Artificial Intelligence Methods in the Diagnosis of Cardiac Disease. Konya Journal of Engineering Sciences 10:2, pages 396-411.
Crossref
Rajkumar Banoth, Aruna Kranthi Godishala, Veena R & Hayati Yassin. (2022) A Healthcare Monitoring System for Predicting Heart Disease through Recurrent Neural Network. A Healthcare Monitoring System for Predicting Heart Disease through Recurrent Neural Network.
Shuo-Chen Chien, Ya-Lin Chen, Chia-Hui Chien, Yen-Po Chin, Chang Ho Yoon, Chun-You Chen, Hsuan-Chia Yang & Yu-Chuan (Jack) Li. (2022) Alerts in Clinical Decision Support Systems (CDSS): A Bibliometric Review and Content Analysis. Healthcare 10:4, pages 601.
Crossref
Deepak Kumar Rathore & Praveen Kumar Mannepalli. Diseases prediction and classification using machine learning techniques. Diseases prediction and classification using machine learning techniques.
Lutfar Rahman Bokshi, Md. Hasan Al Banna, Tapotosh Ghosh, Md. Jaber Al Nahian & M. Shamim Kaiser. 2022. Rhythms in Healthcare. Rhythms in Healthcare 95 108 .
Sfurti Sarah, Mahendra Kumar Gourisaria, Sandali Khare & Himansu Das. 2022. Advances in Data and Information Sciences. Advances in Data and Information Sciences 247 260 .
Faria Rahman & Md. Ashiq Mahmood. 2022. Bangabandhu and Digital Bangladesh. Bangabandhu and Digital Bangladesh 12 22 .
Qusay Saihood & Emrullah Sonuç. 2022. Emerging Technology Trends in Internet of Things and Computing. Emerging Technology Trends in Internet of Things and Computing 167 181 .
Roseline Oluwaseun Ogundokun, Sanjay Misra, Peter Ogirima Sadiku & Jide Kehinde Adeniyi. 2022. Information Systems. Information Systems 441 452 .
Puneet, Deepika, Pritpal Singh, Rahul Bansal & Saket Sharma. (2021) Coronary Heart Disease Prediction Using Voting Classifier Ensemble Learning. Coronary Heart Disease Prediction Using Voting Classifier Ensemble Learning.
Moshira S. Ghaleb, Hala M. Ebied, Howida A. Shedeed & Mohamed F. Tolba. (2021) Content-based Image Retrieval based on Convolutional Neural Networks. Content-based Image Retrieval based on Convolutional Neural Networks.
A. B Yusuf, R. M Dima & S. K Aina. (2021) Optimized Breast Cancer Classification using Feature Selection and Outliers Detection. Journal of the Nigerian Society of Physical Sciences, pages 298-307.
Crossref
Jose M. Celaya-Padilla, Karen E. Villagrana-Bañuelos, Juan José Oropeza-Valdez, Joel Monárrez-Espino, Julio E. Castañeda-Delgado, Ana Sofía Herrera-Van Oostdam, Julio César Fernández-Ruiz, Fátima Ochoa-González, Juan Carlos Borrego, Jose Antonio Enciso-Moreno, Jesús Adrián López, Yamilé López-Hernández & Carlos E. Galván-Tejada. (2021) Kynurenine and Hemoglobin as Sex-Specific Variables in COVID-19 Patients: A Machine Learning and Genetic Algorithms Approach. Diagnostics 11:12, pages 2197.
Crossref
Vikas Maheshwari, Md Rashid Mahmood, Sumukham Sravanthi, N. Arivazhagan, A. ParimalaGandhi, K. Srihari, R. Sagayaraj, E. Udayakumar, Yuvaraj Natarajan, Prashant Bachanna & Venkatesa Prabhu Sundramurthy. (2021) Nanotechnology-Based Sensitive Biosensors for COVID-19 Prediction Using Fuzzy Logic Control. Journal of Nanomaterials 2021, pages 1-8.
Crossref
Kaushalya Dissanayake & Md Gapar Md Johar. (2021) Comparative Study on Heart Disease Prediction Using Feature Selection Techniques on Classification Algorithms. Applied Computational Intelligence and Soft Computing 2021, pages 1-17.
Crossref
Luis Rolando Guarneros-Nolasco, Nancy Aracely Cruz-Ramos, Giner Alor-Hernández, Lisbeth Rodríguez-Mazahua & José Luis Sánchez-Cervantes. (2021) Identifying the Main Risk Factors for Cardiovascular Diseases Prediction Using Machine Learning Algorithms. Mathematics 9:20, pages 2537.
Crossref
Mohammad Marufur Rahman, Md. Milon Islam, Md. Motaleb Hossen Manik, Md. Rabiul Islam & Mabrook S. Al-Rakhami. (2021) Machine Learning Approaches for Tackling Novel Coronavirus (COVID-19) Pandemic. SN Computer Science 2:5.
Crossref
Wada Mohammed Jinjri, Pantea Keikhosrokiani & Nasuha Lee Abdullah. (2021) Machine Learning Algorithms for The Classification of Cardiovascular Disease- A Comparative Study. Machine Learning Algorithms for The Classification of Cardiovascular Disease- A Comparative Study.
S. Murugesan, R. S. Bhuvaneswaran, H. Khanna Nehemiah, S. Keerthana Sankari & Y. Nancy Jane. (2021) Feature Selection and Classification of Clinical Datasets Using Bioinspired Algorithms and Super Learner. Computational and Mathematical Methods in Medicine 2021, pages 1-18.
Crossref
Rony Chowdhury Ripan, Iqbal H. Sarker, Syed Md. Minhaz Hossain, Md. Musfique Anwar, Raza Nowrozy, Mohammed Moshiul Hoque & Md. Hasan Furhad. (2021) A Data-Driven Heart Disease Prediction Model Through K-Means Clustering-Based Anomaly Detection. SN Computer Science 2:2.
Crossref
Arkadip Ray & Avijit Kumar Chaudhuri. (2021) Smart healthcare disease diagnosis and patient management: Innovation, improvement and skill development. Machine Learning with Applications 3, pages 100011.
Crossref
Shuxuan Xie, Zengchen Yu & Zhihan Lv. (2021) Multi-Disease Prediction Based on Deep Learning: A Survey. Computer Modeling in Engineering & Sciences 128:2, pages 489-522.
Crossref
Tsatsral Amarbayasgalan, Van-Huy Pham, Nipon Theera-Umpon, Yongjun Piao & Keun Ho Ryu. (2021) An Efficient Prediction Method for Coronary Heart Disease Risk Based on Two Deep Neural Networks Trained on Well-Ordered Training Datasets. IEEE Access 9, pages 135210-135223.
Crossref
Partha Sarathi Paul. 2021. Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing. Proceedings of International Conference on Computational Intelligence, Data Science and Cloud Computing 501 511 .
Moshira S. Ghaleb, Hala M. Ebied, Howida A. Shedeed & Mohamed F. Tolba. 2021. Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2021). Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2021) 3 11 .
Rony Chowdhury Ripan, Iqbal H. Sarker, Md. Hasan Furhad, Md Musfique Anwar & Mohammed Moshiul Hoque. 2021. Hybrid Intelligent Systems. Hybrid Intelligent Systems 280 288 .
Amanullah Asraf, Md. Zabirul Islam, Md. Rezwanul Haque & Md. Milon Islam. (2020) Deep Learning Applications to Combat Novel Coronavirus (COVID-19) Pandemic. SN Computer Science 1:6.
Crossref
Md. Milon Islam, Saifuddin Mahmud, L. J. Muhammad, Md. Rabiul Islam, Sheikh Nooruddin & Safial Islam Ayon. (2020) Wearable Technology to Assist the Patients Infected with Novel Coronavirus (COVID-19). SN Computer Science 1:6.
Crossref
Emrana Kabir Hashi & Md. Shahid Uz Zaman. (2020) Developing a Hyperparameter Tuning Based Machine Learning Approach of Heart Disease Prediction. Journal of Applied Science & Process Engineering 7:2, pages 631-647.
Crossref
Md. Milon Islam, Md. Rezwanul Haque, Hasib Iqbal, Md. Munirul Hasan, Mahmudul Hasan & Muhammad Nomani Kabir. (2020) Breast Cancer Prediction: A Comparative Study Using Machine Learning Techniques. SN Computer Science 1:5.
Crossref
Md. Milon Islam, Shah Muhammad Azmat Ullah, Saifuddin Mahmud & S. M. Taslim Uddin Raju. (2020) Breathing Aid Devices to Support Novel Coronavirus (COVID-19)Infected Patients. SN Computer Science 1:5.
Crossref
Md. Milon Islam, Md. Repon Islam & Md. Saiful Islam. (2020) An Efficient Human Computer Interaction through Hand Gesture Using Deep Convolutional Neural Network. SN Computer Science 1:4.
Crossref
L. J. Muhammad, Md. Milon Islam, Sani Sharif Usman & Safial Islam Ayon. (2020) Predictive Data Mining Models for Novel Coronavirus (COVID-19) Infected Patients’ Recovery. SN Computer Science 1:4.
Crossref
Md. Milon Islam, Ashikur Rahaman & Md. Rashedul Islam. (2020) Development of Smart Healthcare Monitoring System in IoT Environment. SN Computer Science 1:3.
Crossref
Md. Zabirul Islam, Md. Milon Islam & Amanullah Asraf. (2020) A combined deep CNN-LSTM network for the detection of novel coronavirus (COVID-19) using X-ray images. Informatics in Medicine Unlocked 20, pages 100412.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.