[PDF][PDF] A comprehensive study of machine learning for predicting cardiovascular disease using Weka and SPSS tools

B Abuhaija, A Alloubani, M Almatari… - … Journal of Electrical …, 2023 - researchgate.net
Artificial intelligence (AI) is simulating human intelligence processes by machines and
software simulators to help humans in making accurate, informed, and fast decisions based …

Feature optimization based heart disease prediction using machine learning

DP Yadav, P Saini, P Mittal - 2021 5th international conference …, 2021 - ieeexplore.ieee.org
Heart disease is a spontaneous, treacherous, and fatal disease. It is a group of several
states that result in abnormal functioning of the heart. Based on the several pathology test …

Prediction of Heart disease using DNN

V Sharma, A Rasool, G Hajela - 2020 second international …, 2020 - ieeexplore.ieee.org
Machine learning classification techniques are extremely useful in the medical field by
providing accurate results and quick diagnosis of diseases. Hence, these techniques save …

Prediction of cardiovascular disease through cutting-edge deep learning technologies: an empirical study based on TENSORFLOW, PYTORCH and KERAS

M Ashraf, SM Ahmad, NA Ganai, RA Shah… - … : Proceedings of ICICC …, 2021 - Springer
In healthcare system, the predictive modelling procedure for risk estimation of
cardiovascular disease is extremely challenging and an inevitable task. Therefore, the …

Improved heart disease prediction using deep neural network

M Ashraf, MA Rizvi, H Sharma - Asian Journal of Computer Science and …, 2019 - ajcst.co
Heart disease is biggest challenge for medical professionals. Modern life style made it an
epidemic; according to a survey conducted by WHO heart attack is leading cause of death …

Prediction of heart disease using multi-layer perceptron neural network and support vector machine

M Nahiduzzaman, MJ Nayeem… - 2019 4th …, 2019 - ieeexplore.ieee.org
In recent years, heart disease is one of the major causes of death. So it is necessary to
design a system that correctly diagnoses heart disease. In this study, we have proposed two …

Data science and its application in heart disease prediction

MJA Junaid, R Kumar - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
This paper is the attempt to make the heart disease prediction at very early stage. As it is
well known fact that most of the death causing disease all over the world is heart disease …

IDMS: an integrated decision making system for heart disease prediction

A Pati, M Parhi, BK Pattanayak - 2021 1st Odisha International …, 2021 - ieeexplore.ieee.org
Heart Disease, one of the deadliest human diseases worldwide, should be properly
diagnosed in time and treatments should be carried out accordingly. To predict Heart …

A method for improving prediction of human heart disease using machine learning algorithms

A Saboor, M Usman, S Ali, A Samad… - Mobile Information …, 2022 - Wiley Online Library
A great diversity comes in the field of medical sciences because of computing capabilities
and improvements in techniques, especially in the identification of human heart diseases …

Heart disease prediction using machine learning

J Patel, AA Khaked, J Patel, J Patel - Proceedings of Second International …, 2021 - Springer
Abstract Early Prediction of Chronic Heart Disease (CHD) makes use of the data collected
on people over the span of 10 years. The data contains various information corresponding …