Heart disease increases the strain on the heart by reducing its ability to pump blood throughout the body, which can lead to heart attacks and strokes. Heart disease is becoming a global threat to the world due to people's unhealthy lifestyles, prevalent stroke history, physical inactivity, ...
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...
The novelty of this work is training a one hidden layer neural network with Levenberg-Marquardt back-propagation algorithm for multivariate large dataset. An ANN model is developed for prediction of degree of angiographic coronary heart disease, and subsequently, its performance is evaluated using ...
Manual checking is highly impossible to diagnose for this disease. To predict CAD several approaches have been carried out. This comparative study paper presented a thorough reviews on various approaches made towards prediction of heart diseases. Several data mining and soft computing approaches are ...
Furthermore, heart disease is the most common cause of death for females3. Thus, the analysis of X-chromosomal variants could help to explain the sex differences in CAD. To comprehensively investigate the association of variants on chromosome X and CAD, we collected data from 35 world-wide ...
About Dataset Context The data set CHDdata.csv contains cases of coronary heart disease (CHD) and variables associated with the patient's condition: systolic blood pressure, yearly tobacco use (in kg), low density lipoprotein (Idl), adiposity, family history (0 or 1), type A personality ...
Patients who previously underwent coronary CTCA during the EVINCI (Evaluation of Integrated Cardiac Imaging for the Detection and Characterization of Ischemic Heart Disease; FP7-222915; n = 152—February 2009–June 2012) [12] and ARTreat (FP7-224297; n = 18) [13] clinical studies were ...
Cannot retrieve latest commit at this time. History21 Commits Cleaned Dataset Add files via upload Dec 12, 2020 Raw Dataset Add files via upload Dec 12, 2020 Data-Cleaning.ipynb Update Data-Cleaning.ipynb Nov 24, 2022 Heart Disease Analysis.ipynb Add files via upload Nov 24, 2022 ...
The most common heart disease is Coronary artery disease (CAD). CAD is one of the main causes of heart attacks and deaths across the globe. Early diagnosis of this disease is therefore, of great importance. A large number of methods have thus far been devised for diagnosing CAD. Most of ...
Therefore, we concluded that both high level HGI and low level HGI are risk factors for patients with critical coronary heart disease. Subsequently, we modelled the RCS. The results showed a “U” relationship between HGI and the risk ratio of death in patients with critical coronary artery ...