Detection of Cardiovascular Disease Risk's Level for Adults Using Naive Bayes Classifier
Eka Miranda, Edy Irwansyah, Alowisius Y. Amelga, Marco M. Maribondang, Mulyadi Salim
Healthc Inform Res. 2016;22(3):196-205.   Published online 2016 Jul 31     DOI: https://doi.org/10.4258/hir.2016.22.3.196
Citations to this article as recorded by Crossref logo
The application of improving machine learning algorithm and voice technology in the teaching evaluation of ideological and political education
Qimeng Sun
Journal of Computational Methods in Sciences and Engineering.2022; : 1.     CrossRef
Machine Learning-Based Pressure Ulcer Prediction in Modular Critical Care Data
Petr Šín, Alica Hokynková, Nováková Marie, Pokorná Andrea, Rostislav Krč, Jan Podroužek
Diagnostics.2022; 12(4): 850.     CrossRef
Artificial Intelligence and Machine Learning Based Models for Prediction and Treatment of Cardiovascular Diseases: A Review
Dr. Sreedevi Gandham, Dr. Balaji Meriga
International Journal of Recent Technology and Engineering (IJRTE).2022; 11(1): 35.     CrossRef
Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury
Christos Kokkotis, Serafeim Moustakidis, Themistoklis Tsatalas, Charis Ntakolia, Georgios Chalatsis, Stylianos Konstadakos, Michael E. Hantes, Giannis Giakas, Dimitrios Tsaopoulos
Scientific Reports.2022;[Epub]     CrossRef
Research on recognition and classification of pulse signal features based on EPNCC
Haichu Chen, Chenglong Guo, Zhifeng Wang, Jianxiao Wang
Scientific Reports.2022;[Epub]     CrossRef
A Comparative Study of Heart Disease Diagnosis using Various Classifiers and Resampling Techniques
Onur SEVLİ
Journal of Intelligent Systems: Theory and Applications.2022; 5(2): 92.     CrossRef
Liquid biopsy technologies for hematological diseases
Yatian Fu, Yiyuan Zhang, Bee Luan Khoo
Medicinal Research Reviews.2021; 41(1): 246.     CrossRef
Smart healthcare disease diagnosis and patient management: Innovation, improvement and skill development
Arkadip Ray, Avijit Kumar Chaudhuri
Machine Learning with Applications.2021; 3: 100011.     CrossRef
A decision support system for heart disease prediction based upon machine learning
Pooja Rani, Rajneesh Kumar, Nada M. O. Sid Ahmed, Anurag Jain
Journal of Reliable Intelligent Environments.2021; 7(3): 263.     CrossRef
A Review on the Role of Machine Learning in Enabling IoT Based Healthcare Applications
Hemantha Krishna Bharadwaj, Aayush Agarwal, Vinay Chamola, Naga Rajiv Lakkaniga, Vikas Hassija, Mohsen Guizani, Biplab Sikdar
IEEE Access.2021; 9: 38859.     CrossRef
A soft voting ensemble classifier for early prediction and diagnosis of occurrences of major adverse cardiovascular events for STEMI and NSTEMI during 2-year follow-up in patients with acute coronary syndrome
Syed Waseem Abbas Sherazi, Jang-Whan Bae, Jong Yun Lee, Saurav Chatterjee
PLOS ONE.2021; 16(6): e0249338.     CrossRef
Impact of Big Data on Digital Transformation in 5G Era
Rohit Bansal, Ahmed J. Obaid, Ankur Gupta, Ram Singh, Sabyasachi Pramanik
Journal of Physics: Conference Series.2021; 1963(1): 012170.     CrossRef
Investigating the association of CD36 gene polymorphisms (rs1761667 and rs1527483) with T2DM and dyslipidemia: Statistical analysis, machine learning based prediction, and meta-analysis
Ma’mon M. Hatmal, Walhan Alshaer, Ismail S. Mahmoud, Mohammad A. I. Al-Hatamleh, Hamzeh J. Al-Ameer, Omar Abuyaman, Malek Zihlif, Rohimah Mohamud, Mais Darras, Mohammad Al Shhab, Rand Abu-Raideh, Hilweh Ismail, Ali Al-Hamadi, Ali Abdelhay, Kanhaiya Singh
PLOS ONE.2021; 16(10): e0257857.     CrossRef
Association and Risk Factors for Obstructive Sleep Apnea and Cardiovascular Diseases: A Systematic Review
Amal K. Mitra, Azad R. Bhuiyan, Elizabeth A. Jones
Diseases.2021; 9(4): 88.     CrossRef
Computer-Aided Diagnostics of Heart Disease Risk Prediction Using Boosting Support Vector Machine
Ebenezer Owusu, Prince Boakye-Sekyerehene, Justice Kwame Appati, Julius Yaw Ludu, Hubert Cecotti
Computational Intelligence and Neuroscience.2021; 2021: 1.     CrossRef
Computerized approach for cardiovascular risk level detection using photoplethysmography signals
Divya Ramachandran, Vanathi Ponnusamy Thangapandian, Harikumar Rajaguru
Measurement.2020; 150: 107048.     CrossRef
Machine learning in the integration of simple variables for identifying patients with myocardial ischemia
Luis Eduardo Juarez-Orozco, Remco J.J. Knol, Carlos A. Sanchez-Catasus, Octavio Martinez-Manzanera, Friso M. van der Zant, Juhani Knuuti
Journal of Nuclear Cardiology.2020; 27(1): 147.     CrossRef
Patient-Centric HetNets Powered by Machine Learning and Big Data Analytics for 6G Networks
Mohammed S. Hadi, Ahmed Q. Lawey, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani
IEEE Access.2020; 8: 85639.     CrossRef
Heart Disease Prediction Using CNN Algorithm
VirenViraj Shankar, Varun Kumar, Umesh Devagade, Vinay Karanth, K. Rohitaksha
SN Computer Science.2020;[Epub]     CrossRef
Greg, ML – Machine Learning for Healthcare at a Scale
Paola Lapadula, Giansalvatore Mecca, Donatello Santoro, Luisa Solimando, Enzo Veltri
Health and Technology.2020; 10(6): 1485.     CrossRef
Comparison of Support Vector Machine, Naïve Bayes and Logistic Regression for Assessing the Necessity for Coronary Angiography
Parastoo Golpour, Majid Ghayour-Mobarhan, Azadeh Saki, Habibollah Esmaily, Ali Taghipour, Mohammad Tajfard, Hamideh Ghazizadeh, Mohsen Moohebati, Gordon A. Ferns
International Journal of Environmental Research and Public Health.2020; 17(18): 6449.     CrossRef
Risk stratification in pulmonary arterial hypertension using Bayesian analysis
Manreet K. Kanwar, Mardi Gomberg-Maitland, Marius Hoeper, Christine Pausch, David Pittrow, Geoff Strange, James J. Anderson, Carol Zhao, Jacqueline V. Scott, Marek J. Druzdzel, Jidapa Kraisangka, Lisa Lohmueller, James Antaki, Raymond L. Benza
European Respiratory Journal.2020; 56(2): 2000008.     CrossRef
Cardiovascular disease prediction using deep learning techniques
Syed Nawaz Pasha, Dadi Ramesh, Sallauddin Mohmmad, A. Harshavardhan, Shabana
IOP Conference Series: Materials Science and Engineering.2020; 981(2): 022006.     CrossRef
Ensemble method based predictive model for analyzing disease datasets: a predictive analysis approach
Dharavath Ramesh, Yogendra Singh Katheria
Health and Technology.2019; 9(4): 533.     CrossRef
A gingivitis identification method based on contrast-limited adaptive histogram equalization, gray-level co-occurrence matrix, and extreme learning machine
Wen Li, Yiyang Chen, Weibin Sun, Mackenzie Brown, Xuan Zhang, Shuihua Wang, Leiying Miao
International Journal of Imaging Systems and Technology.2019; 29(1): 77.     CrossRef
Prediction of postoperative complications of pediatric cataract patients using data mining
Kai Zhang, Xiyang Liu, Jiewei Jiang, Wangting Li, Shuai Wang, Lin Liu, Xiaojing Zhou, Liming Wang
Journal of Translational Medicine.2019;[Epub]     CrossRef
Artificial intelligence in the diagnosis of cardiovascular disease
Rubens Moura Campos Zeron, Carlos Vicente Serrano Junior
Revista da Associação Médica Brasileira.2019; 65(12): 1438.     CrossRef
Patient-Centric Cellular Networks Optimization Using Big Data Analytics
Mohammed S. Hadi, Ahmed Q. Lawey, Taisir E. H. El-Gorashi, Jaafar M. H. Elmirghani
IEEE Access.2019; 7: 49279.     CrossRef
Using Naive Bayes Classifier to predict osteonecrosis of the femoral head with cannulated screw fixation
Shuangshuang Cui, Likun Zhao, Yumin Wang, Qiang Dong, Jianxiong Ma, Ying Wang, Wenjun Zhao, Xinlong Ma
Injury.2018; 49(10): 1865.     CrossRef
The machine learning horizon in cardiac hybrid imaging
Luis Eduardo Juarez-Orozco, Octavio Martinez-Manzanera, Sergey V. Nesterov, Sami Kajander, Juhani Knuuti
European Journal of Hybrid Imaging.2018;[Epub]     CrossRef
Comparison of Models for the Prediction of Medical Costs of Spinal Fusion in Taiwan Diagnosis-Related Groups by Machine Learning Algorithms
Ching-Yen Kuo, Liang-Chin Yu, Hou-Chaung Chen, Chien-Lung Chan
Healthcare Informatics Research.2018; 24(1): 29.     CrossRef
Disease Diagnosis in Smart Healthcare: Innovation, Technologies and Applications
Kwok Chui, Wadee Alhalabi, Sally Pang, Patricia Pablos, Ryan Liu, Mingbo Zhao
Sustainability.2017; 9(12): 2309.     CrossRef
Artificial Intelligence in Precision Cardiovascular Medicine
Chayakrit Krittanawong, HongJu Zhang, Zhen Wang, Mehmet Aydar, Takeshi Kitai
Journal of the American College of Cardiology.2017; 69(21): 2657.     CrossRef
Machine Learning to Compare Frequent Medical Problems of African American and Caucasian Diabetic Kidney Patients
Yong-Mi Kim, Pranay Kathuria, Dursun Delen
Healthcare Informatics Research.2017; 23(4): 241.     CrossRef