Prediction of heart disease using a collection of machine and deep learning algorithms

AMA Barhoom, A Almasri, BS Abu-Nasser… - 2022 - philpapers.org
Heart diseases are increasing daily at a rapid rate and it is alarming and vital to predict heart
diseases early. The diagnosis of heart diseases is a challenging task ie it must be done …

[PDF][PDF] Hybrid machine learning techniques for heart disease prediction

S Sharanyaa, S Lavanya, MR Chandhini… - International Journal of …, 2020 - academia.edu
Diseases can affect people both physically and mentally, as contracting and living with a
disease can alter the affected person's perspective on life. A disease that affects the parts of …

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 …

Heart disease prediction using machine learning and deep learning algorithms

K Vayadande, R Golawar, S Khairnar… - 2022 international …, 2022 - ieeexplore.ieee.org
WHO reports states which are nearly 1 crore 20 lakhs deaths happen due to heart diseases.
In past years heart disease or cardiovascular disease cause large impact in medical …

Prediction of heart disease using machine learning algorithms

MJN Nayeem, S Rana, MR Islam - European Journal of Artificial …, 2022 - ej-ai.org
Heart disease has become one of the alarming issues of death. It is accountable for fatty
plaques in the arteries. If this fatal condition can be identified early, we can preserve many …

Heart disease prediction using core machine learning techniques—a comparative study

S Sarah, MK Gourisaria, S Khare, H Das - Advances in Data and …, 2022 - Springer
Cardiovascular diseases are responsible for twenty five per cent of the deaths in India and
across the world. Indians are affected by CVDs at a much earlier age compared to the other …

Heart disease prediction using deep neural network

P Ramprakash, R Sarumathi, R Mowriya… - 2020 international …, 2020 - ieeexplore.ieee.org
Healthcare occupies an indispensable part in human lives. The healthcare industry contain
large amount of psychiatric data hence machine learning models were used to provide …

[PDF][PDF] Heart Disease Classification–Based on the Best Machine Learning Model

MM Rahma, AD Salman - Iraqi Journal of Science, 2022 - iasj.net
In recent years, predicting heart disease has become one of the most demanding tasks in
medicine. In modern times, one person dies from heart disease every minute. Within the field …

Heart disease prediction using modified machine learning algorithm

B Kaur, G Kaur - International Conference on Innovative Computing and …, 2022 - Springer
Heart patient number is escalating day by day, and numerous individuals lost their precious
lives each year due to sudden heart attack in all over the world. Because of this, before time …

Heart disease prediction using logistic regression and random forest classifier

PK Misra, N Kumar, A Misra… - Data-Centric AI Solutions …, 2023 - taylorfrancis.com
Day by day, the cases of heart diseases are increasing at a rapid rate and it's very Important
and concerning to predict any such diseases beforehand. This diagnosis is a difficult task ie …