Retraction
Implementation of a Heart Disease Risk Prediction Model Using Machine Learning
Paper Information
Record ID:
47864
Author(s):
Publication Date:
May 02, 2022
Retraction Date:
July 19, 2023
(2.3 years years ago)
Subjects:
Institutions:
- Department of Electrical and Electronics Engineering, GMR Institute of Technology, Rajam, Andhra Pradesh, India
- Department of Computer Science and Engineering, School of Engineering and Technology, CHRIST (Deemed to be University), Bangalore, Karnataka, India
- Department of Electrical Computer and Telecommunications Engineering, Botswana International University of Science and Technology, Palapye, Botswana
- Department of Electrical and Electronics Engineering, Sri Sairam College of Engineering, Bangalore City, India
- Department of Electronic and Electrical Engineering, The University of Sheffield, Sheffield S1 3JD, UK
- Faculty of Electrical & Computer Engineering, Jimma Institute of Technology, Jimma University, Ethiopia
Countries:
Article Type:
Publisher:
Hindawi
Open Access:
Yes
DOI:
PubMed ID:
Retraction PubMed ID:
Retraction Details
Citations (61)
61
Total Citations41
Post-Retraction(67.2%)
20
Pre-Retraction0
Same DayPost-Retraction Citation Analysis
1
Within 30 days
24
Within 1 year
0
After 2+ years
667
Days since retraction (latest)
Empirical analysis of predicting heart disease using diverse datasets and classification procedures of machine learning
Geetha Narasimhan, Akila Victor
Ain Shams Engineering Journal
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667 days after retraction
Leveraging Machine Learning to Predict Disease Risk Levels from Multiple Eye Condition Indicators
Mudumala Varnika Narayani, Nunnaguppala Rohit, Naga Ruthvika Durupudi et al. (6 authors)
Unknown Journal
Published: May 2025
665 days after retraction
Interactive Cardiovascular Disease Prediction system using Learning Techniques: Insights from Extensive Experiments
Purnima Pal, Harsh Vikram Singh, Veena Grover et al. (6 authors)
Results in Control and Optimization
Open Access
Published: Apr 2025
622 days after retraction
Renyi Entropy Predictive Data Mining And Weighted Xavier Deep Neural Classifier For Heart Disease Prediction
M. Revathy Meenal, S. Vennila
International Journal of Computational and Experimental Science and Engineering
Open Access
Published: Feb 2025
3 citations
3 citations
578 days after retraction
Enhancing stroke disease classification through machine learning models via a novel voting system by feature selection techniques
Mahade Hasan, Farhana Yasmin, Md. Mehedi Hassan et al. (7 authors)
PLoS ONE
Open Access
Published: Jan 2025
1 citation
1 citation
540 days after retraction
Prediction of CO and NOx emission from gas turbine using machine learning
K. Karthick, S. Aruna, Ravivarman Shanmugasundaram
AIP conference proceedings
Published: Jan 2025
532 days after retraction
Heart Disease Healthcare Prediction Based on Enhanced Linear Support Vector Machine
G. Merlin Suba, A. N. Arularasan, K. Rajalakshmi et al. (6 authors)
Lecture notes in networks and systems
Published: Jan 2025
532 days after retraction
Heart Disease Analysis and Prediction with Machine Learning Techniques Using Cleveland Dataset
Kalpana Govindaraju, Govindaraju Kalimuthu
Communications in computer and information science
Published: Jan 2025
532 days after retraction
Predictive properties of novel anthropometric and biochemical indexes for prediction of cardiovascular risk
Amin Mansoori, Maryam Allahyari, Mobina Sadat Mirvahabi et al. (10 authors)
Diabetology & Metabolic Syndrome
Open Access
Published: Dec 2024
5 citations
5 citations
519 days after retraction
Effective Optimized Detection of Cardiovascular Disease by Supervised Machine Learning Techniques
Ranjit Mohapatra, Parimal Kumar Giri, B. S. Panda
EAI/Springer Innovations in Communication and Computing
Published: Dec 2024
516 days after retraction
Heart Disease Prediction Using Hybrid Model Integrating Artificial Neural Network, Decision Tree, and Logistic Regression
Nura Muhammad Sani, Toochi Ewunonu, Obi Chukwuemeka Nwokonkwo et al. (6 authors)
International Journal of Scientific Research and Modern Technology.
Open Access
Published: Nov 2024
495 days after retraction
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Federated learning-based disease prediction: A fusion approach with feature selection and extraction
Ramdas Kapila, Sumalatha Saleti
Biomedical Signal Processing and Control
Published: Sep 2024
3 citations
3 citations
437 days after retraction
Tongue color parameters in predicting the degree of coronary stenosis: a retrospective cohort study of 282 patients with coronary angiography
Jieyun Li, Danqun Xiong, Leixin Hong et al. (8 authors)
Frontiers in Cardiovascular Medicine
Open Access
Published: Aug 2024
2 citations
2 citations
408 days after retraction
Investigations on cardiovascular diseases and predicting using machine learning algorithms
R. P. Ram Kumar, Sanjeeva Polepaka, Vanam Manasa et al. (8 authors)
Cogent Engineering
Open Access
Published: Aug 2024
2 citations
2 citations
385 days after retraction
Feature Group Extraction for Rice Disease Prediction using VGG-16 Model
B. Gohin, C. Thinkal Dayana, D. Elantamilan et al. (4 authors)
Unknown Journal
Published: Jul 2024
357 days after retraction
Disease Prevalence Estimation
Lokesh Singhvi, Satyam Pathak, Harvi Patel et al. (5 authors)
International Journal of Advanced Research in Science Communication and Technology
Open Access
Published: May 2024
300 days after retraction
Progressive Heart Disease Prediction Model Using Machine Learning: A Comprehensive Staging Approach
Charanjeet Dadiyala, Archie Abhay Saxena, Khushi Amol Kale et al. (6 authors)
Unknown Journal
Published: May 2024
289 days after retraction
Heart Disease Prediction: A Machine Learning Approach with Higher Accuracy
Nahid Likhon, Farhan Bhuyian, Sihab Bhuiyan et al. (6 authors)
International Internal Medicine Journal
Open Access
Published: Apr 2024
257 days after retraction
Prediction of the risk of developing heart disease using logistic regression
Ayodeji Olalekan Salau, Tsehay Admassu Assegie, Elisha Didam Markus et al. (5 authors)
International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering
Open Access
Published: Jan 2024
2 citations
2 citations
191 days after retraction
An offbeat bolstered swarm integrated ensemble learning (BSEL) model for heart disease diagnosis and classification
R. Subathra, V. Sumathy
Applied Soft Computing
Published: Jan 2024
8 citations
8 citations
188 days after retraction
An Effective Framework for Early Detection and Classification of Cardiovascular Disease (CVD) Using Machine Learning Techniques
Shailendra Chaurasia, Megha Kamble
Lecture notes in networks and systems
Published: Jan 2024
166 days after retraction
Comparative Analysis of Optimization Algorithms for Feature Selection in Heart Disease Classification
Ramdas Kapila, Sumalatha Saleti
Lecture notes in networks and systems
Published: Jan 2024
166 days after retraction
Predicting Heart Disease Using Gaussian Confidence Distance Algorithm with Extra Tree Classifier
S. Amudha, M. Satheesh Kumar, C. Amutha Devi et al. (4 authors)
Communications in computer and information science
Published: Jan 2024
166 days after retraction
Comparative Machine Learning Approaches to Analyzing the Illnesses of the Chronic Renal and Heart Diseases
Muhammad Arslan, Waqas Ahmad, Aman Ullah Yasin et al. (6 authors)
Research Reports on Computer Science
Open Access
Published: Dec 2023
163 days after retraction
Early prediction of chronic heart disease with recursive feature elimination and supervised learning techniques
N. Komal Kumar, Angati Kalyan Kumar, Sangeetha Murugan et al. (5 authors)
IAES International Journal of Artificial Intelligence
Open Access
Published: Dec 2023
2 citations
2 citations
159 days after retraction
Enhancing Heart Disease Prediction: A Comparative Study of Hyperparameter Optimization Techniques with Boosting Algorithms
Kilaru Aswini, Kriti Arya
Unknown Journal
Published: Dec 2023
155 days after retraction
A Data-Driven Approach to Cardiac Health: Machine Learning for Heart Disease Prediction
Jeel Talaviya, Dhruv Trivedi, Ronish Ramani et al. (6 authors)
Unknown Journal
Published: Dec 2023
148 days after retraction
Imbalanced class distribution and performance evaluation metrics: A systematic review of prediction accuracy for determining model performance in healthcare systems
Michael Owusu-Adjei, James Ben Hayfron-Acquah, Frimpong Twum et al. (4 authors)
PLOS Digital Health
Open Access
Published: Nov 2023
17 citations
17 citations
134 days after retraction
Heart Disease Prediction Using Concatenated Hybrid Ensemble Classifiers
Annwesha Banerjee Majumder, Somsubhra Gupta, Dharmpal Singh et al. (7 authors)
Algorithms
Open Access
Published: Nov 2023
7 citations
7 citations
129 days after retraction
Predict2Protect: Machine Learning Web Application in Early Detection of Heart Disease
Ankita Mandal, Soma Pradhan
Cureus
Open Access
Published: Nov 2023
1 citation
1 citation
127 days after retraction
K-Nearest Neighbors in Cardiology: A Promising Tool for Heart Disease Prediction
Ronish Ramani, Dhruv Trivedi, Jeel Talaviya et al. (5 authors)
2021 IEEE 13th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
Published: Nov 2023
123 days after retraction
Delving into Heart Disease Prediction: A Comprehensive Review
M. MAHALAKSHMI, R. RAJAKUMARI
Unknown Journal
Published: Nov 2023
121 days after retraction
Predicting Cardiovascular Disease using Machine Learning Techniques
Ishaan Dawar, Sanchit Wadhwan
Unknown Journal
Published: Nov 2023
2 citations
2 citations
107 days after retraction
HEART DISEASE PREDICTION BY EMPLOYING BEST RISK FACTORS USING MACHINE LEARNING
Annette Nellyet, Salmodin Ansari
International Journal of Engineering Applied Sciences and Technology
Open Access
Published: Nov 2023
105 days after retraction
Boruta based feature selection model for heart disease prediction
Yutika Agarwal, Rita Chhikara, Sanjeev Rana
International Journal of Science and Research Archive
Open Access
Published: Oct 2023
1 citation
1 citation
91 days after retraction
An optimized Model for Heart Disease Prediction with Customized Ensemble Voting Classifier and Nature Inspired Optimization
Annwesha Banerjee Majumder, Somsubhra Gupta, Dharmpal Singh et al. (4 authors)
Indian Journal of Science and Technology
Open Access
Published: Sep 2023
58 days after retraction
Application of machine learning methods to predict progression in patients with hormone-sensitive prostate cancer
Bingyu Zhu, Haiyang Jang, Chongjian Zhang et al. (17 authors)
Research Square (Research Square)
Open Access
Published: Sep 2023
49 days after retraction
Understanding Arteriosclerotic Heart Disease Patients Using Electronic Health Records: A Machine Learning and Shapley Additive exPlanations Approach
Eka Miranda, Suko Adiarto, F M Bhatti et al. (6 authors)
Healthcare Informatics Research
Open Access
Published: Jul 2023
11 citations
11 citations
12 days after retraction
Prediction of Heart Disease Based on Machine Learning Using Jellyfish Optimization Algorithm
Ahmad Ayid Ahmad, Hüseyin Polat
Diagnostics
Open Access
Published: Jul 2023
35 citations
35 citations
2 days before retraction
PERBANDINGAN METODE MACHINE LEARNING UNTUK MENDETEKSI PENYAKIT JANTUNG
Yutri Amelia
IDEALIS InDonEsiA journaL Information System
Open Access
Published: Jul 2023
4 days before retraction
Performance Comparison Analysis of Predicting the Heart Diseases using Machine Learning Algorithms
Dhruva R. Rinku, Sandhya Devi Gogula, Swarnalatha Prathipati et al. (6 authors)
Unknown Journal
Published: Jul 2023
1 citation
1 citation
13 days before retraction
Review on Cleveland Heart Disease Dataset using Machine Learning
Ruqiya
Quaid-e-Awam University Research Journal of Engineering Science & Technology
Open Access
Published: Jun 2023
3 citations
3 citations
19 days before retraction
A systematic review of prediction accuracy as an evaluation measure for determining machine learning model performance in healthcare systems
Michael Owusu-Adjei, James Ben Hayfron-Acquah, Frimpong Twum et al. (4 authors)
medRxiv (Cold Spring Harbor Laboratory)
Open Access
Published: Jun 2023
2 citations
2 citations
45 days before retraction
An Efficient Healthcare Monitoring System for Cardiovascular Diseases using Deep Modified Neural Networks
C. Kishor Kumar Reddy, Nishitha Pujala
Research Square (Research Square)
Open Access
Published: May 2023
2 citations
2 citations
69 days before retraction
Heart Disease Prediction Using Support Vector Machine and Artificial Neural Network
Aishwarya Mondal, Banhishikha Mondal, Amaresh Chakraborty et al. (6 authors)
Artificial Intelligence and Applications
Open Access
Published: Apr 2023
6 citations
6 citations
83 days before retraction
Identification of Dry Bean Varieties Based on Multiple Attributes Using CatBoost Machine Learning Algorithm
S. Krishnan, S. Aruna, K. Karthick et al. (4 authors)
Scientific Programming
Open Access
Published: Apr 2023
13 citations
13 citations
89 days before retraction
Virtual Medical Assistant System for Diseases Detection using Machine Learning
J Kanimozhi, G. Preethi, N Mohanasuganthi et al. (5 authors)
Unknown Journal
Published: Apr 2023
1 citation
1 citation
89 days before retraction
Quick Stats
Total Citations:
61
Years Since Retraction:
2.3 years
Open Access:
Yes
Last Checked:
Jul 24, 2025