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OpenAlex Citation Counts

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OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!

If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.

Requested Article:

Data preprocessing for heart disease classification: A systematic literature review
H. Benhar, Ali Idri, José Luis Fernández‐Alemán
Computer Methods and Programs in Biomedicine (2020) Vol. 195, pp. 105635-105635
Closed Access | Times Cited: 107

Showing 1-25 of 107 citing articles:

Machine learning-based heart disease diagnosis: A systematic literature review
Md Manjurul Ahsan, Zahed Siddique
Artificial Intelligence in Medicine (2022) Vol. 128, pp. 102289-102289
Open Access | Times Cited: 261
An efficient clinical support system for heart disease prediction using TANFIS classifier
Jayachitra Sekar, A. Prasanth, Sulaima Lebbe Abdul Haleem, et al.
Computational Intelligence (2021) Vol. 38, Iss. 2, pp. 610-640
Closed Access | Times Cited: 109
Imbalanced data preprocessing techniques for machine learning: a systematic mapping study
Vitor Werner de Vargas, Jorge Aranda, Ricardo dos Santos Costa, et al.
Knowledge and Information Systems (2022) Vol. 65, Iss. 1, pp. 31-57
Open Access | Times Cited: 74
Feedback on a shared big dataset for intelligent TBM Part I: Feature extraction and machine learning methods
Jianbin Li, Zuyu Chen, Xu Li, et al.
Underground Space (2023) Vol. 11, pp. 1-25
Open Access | Times Cited: 48
A Review of Machine Learning’s Role in Cardiovascular Disease Prediction: Recent Advances and Future Challenges
Marwah Abdulrazzaq Naser, Aso Ahmed Majeed, Muntadher Alsabah, et al.
Algorithms (2024) Vol. 17, Iss. 2, pp. 78-78
Open Access | Times Cited: 17
Significance and methodology: Preprocessing the big data for machine learning on TBM performance
Haohan Xiao, Wen‐Kun Yang, Jing Hu, et al.
Underground Space (2022) Vol. 7, Iss. 4, pp. 680-701
Open Access | Times Cited: 56
Bioinspired Self-Powered Piezoresistive Sensors for Simultaneous Monitoring of Human Health and Outdoor UV Light Intensity
Zhichao Yu, Jianhui Xu, Hexiang Gong, et al.
ACS Applied Materials & Interfaces (2022) Vol. 14, Iss. 4, pp. 5101-5111
Closed Access | Times Cited: 53
Data-Centric AI for Healthcare Fraud Detection
Justin Johnson, Taghi M. Khoshgoftaar
SN Computer Science (2023) Vol. 4, Iss. 4
Open Access | Times Cited: 30
Machine learning for density prediction and process optimization of 316L stainless steel fabricated by selective laser melting
Abbas Hodroj, Redouane Bouglia, Yuehua Ding, et al.
Journal of Intelligent Manufacturing (2025)
Closed Access | Times Cited: 1
Significance of Visible Non-Invasive Risk Attributes for the Initial Prediction of Heart Disease Using Different Machine Learning Techniques
Syed Immamul Ansarullah, Syed Mohsin Saif, Pradeep Kumar, et al.
Computational Intelligence and Neuroscience (2022) Vol. 2022, pp. 1-12
Open Access | Times Cited: 29
Building energy performance prediction: A reliability analysis and evaluation of feature selection methods
Razak Olu-Ajayi, Hafiz Alaka, Ismail Sulaimon, et al.
Expert Systems with Applications (2023) Vol. 225, pp. 120109-120109
Open Access | Times Cited: 22
Evaluating the performance of ensemble classifiers in stock returns prediction using effective features
Masoomeh Rashidpoor Toochaei, Farzad Moeini
Expert Systems with Applications (2022) Vol. 213, pp. 119186-119186
Closed Access | Times Cited: 28
A hybridization of XGBoost machine learning model by Optuna hyperparameter tuning suite for cardiovascular disease classification with significant effect of outliers and heterogeneous training datasets
Sanjay Dhanka, Surita Maini
International Journal of Cardiology (2024) Vol. 420, pp. 132757-132757
Closed Access | Times Cited: 5
Classification techniques in breast cancer diagnosis: A systematic literature review
Bouchra ElOuassif, Ali Idri, Mohamed Hosni, et al.
Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization (2021) Vol. 9, Iss. 1, pp. 50-77
Closed Access | Times Cited: 28
A New ECG Data Processing Approach to Developing an Accurate Driving Fatigue Detection Framework with Heart Rate Variability Analysis and Ensemble Learning
Junartho Halomoan, Kalamullah Ramli, Dodi Sudiana, et al.
Information (2023) Vol. 14, Iss. 4, pp. 210-210
Open Access | Times Cited: 12
RETRACTED ARTICLE: Securing health care data through blockchain enabled collaborative machine learning
C. U. Om Kumar, Sudhakaran Gajendran, Viswaksena Balaji, et al.
Soft Computing (2023) Vol. 27, Iss. 14, pp. 9941-9954
Open Access | Times Cited: 12
Deep learning technique for plant disease detection
Temitope Samson Adekunle, Morolake Oladayo Lawrence, Oluwaseyi Omotayo Alabı, et al.
Computer Science and Information Technologies (2024) Vol. 5, Iss. 1, pp. 49-56
Open Access | Times Cited: 4
An explainable machine learning approach for automated medical decision support of heart disease
Francisco Mesquita, Gonçalo Marques
Data & Knowledge Engineering (2024) Vol. 153, pp. 102339-102339
Open Access | Times Cited: 4
Data-driven classification and explainable-AI in the field of lung imaging
Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Iqra Iqbal Khan, et al.
Frontiers in Big Data (2024) Vol. 7
Open Access | Times Cited: 4
Development and validation of a deep learning-enhanced prediction model for the likelihood of pulmonary embolism
Yu Tian, Jingjie Liu, Shan Wu, et al.
Frontiers in Medicine (2025) Vol. 12
Open Access
Advanced Heart Disease Prediction Through Spatial and Temporal Feature Learning with SCN-Deep BiLSTM
Vivek Pandey, Umesh Kumar Lilhore, Ranjan Walia
International Journal of Computational Intelligence Systems (2025) Vol. 18, Iss. 1
Open Access
Performance Evaluation of Data Analysis Techniques in Dry Bean Seed Classification Using kNN and MLP
V. Lopes, Alessandro Bof de Oliveira, Patricia Bof, et al.
Lecture notes in computer science (2025), pp. 323-334
Closed Access
Beyond the heart: Understanding the systemic impact of cardiomyopathies
Omar Elsaka
Current Medicine Research and Practice (2025) Vol. 15, Iss. 1, pp. 25-31
Open Access
A Machine Learning-Based Medical Device Recall Initiator Prediction Framework:From Supply Chain Risk Management and Resilience View
Yang Hu, Davy Monticolo, Pezhman Ghadimi
(2025)
Closed Access
Kolmogorov-Arnold networks guided whale optimization algorithm for feature selection in medical datasets
Boli Zheng, Yi Chen, Chaofan Wang, et al.
Journal Of Big Data (2025) Vol. 12, Iss. 1
Open Access
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