Heart disease is most challenging disease for reducing patient number. There are many data mining techniques like decision tree, Naive Bayes and neural network. In this paper, we use the improved k-means and ANN techniques for improving accuracy. We have 13 parameters like age, sex, chest ...
Heart Disease Prediction Using ANN Based Ensemble Framework (ANNEF) Approach The heart is the most important organ in the human body. One of the deadliest illnesses, heart disease is to blame for countless deaths worldwide. Because ... RS Kumar,MS Reddy,SS Fatima - 《Journal of Artificial ...
The paper investigates the powerful of hybridizing two computational intelligence methods viz., Gray Wolf Optimization (GWO) and Artificial Neural Networks (ANN) for prediction of heart disease. Gray wolf optimization is a global search method while gradient-based back propagation method is a local se...
heart diseaseSMOTEelastic netLRKNNSVMDFAdaboostANNMLP This work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visithttp://creativecommons.org/licenses/by/4.0/ References: [1]https://www.who.int/health-topics/cardiovascular-diseases#tab...
Prediction of Coronary Heart Disease using risk factor categories. Circulation. 1998;97(18):1837–47. https://doi.org/10.1161/01.CIR.97.18.1837 Article CAS Google Scholar Ridker PM, Buring JE, Rifai N, Cook NR. Development and Validation of Improved algorithms for the Assessment of Global ...
We developed and validated a parsimonious multifactorial score for the prediction of work disability using individual-level data from 65,775 public-sector employees (development cohort) and 13,527 employed adults from a general population sample (validation cohort), both linked to records of work ...
et al. Meta-analysis: retinal vessel caliber and risk for coronary heart disease. Ann. Intern. Med. 151, 404–413 (2009). Article PubMed PubMed Central Google Scholar McGeechan, K. et al. Prediction of incident stroke events based on retinal vessel caliber: a systematic review and ...
Coronary heart disease (CHD) is a serious cardiovascular disease (CVD)1that not only has a high mortality rate but also patients are prone to the risk of recurrence even after they are cured and discharged from the hospital, both of which are prognosis-oriented factors for poor outcomes. The...
Heart failure is a complex multisystem disease in wh... F Atienza,N Martinez-Alzamora,JAD Velasco,... - 《Proceedings Amia Symposium》 被引量: 54发表: 2000年 Detection of atrial fibrillation using artificial neural networks Accurate risk stratification of heart failure patients is critical to ...
CHD indicates coronary heart disease; CT computed tomography; and CVD, cardiovascular disease. Figure 2. Incident Coronary Heart Disease Stratified by Traditional Risk Factor Score, Coronary Artery Calcium Score, and Polygenic Risk Score: Multi-Ethnic Study of Atherosclerosis and the Rotterdam Study View...