[PDF][PDF] Involving machine learning techniques in heart disease diagnosis: a performance analysis

BS Shukur, MM Mijwil - International Journal of Electrical and …, 2023 - academia.edu
Artificial intelligence is a science that is growing at a tremendous speed every day and has
become an essential part of many domains, including the medical domain. Therefore …

Machine learning algorithms for the classification of cardiovascular disease-A comparative study

WM Jinjri, P Keikhosrokiani… - 2021 International …, 2021 - ieeexplore.ieee.org
Heart disease (cardiovascular disease) is a major human disorder that significantly affects
many people's lives. Diagnosing heart disease becomes an important task to reduce its …

Towards application of machine learning in classification and prediction of heart disease

GS Sajja, M Mustafa, K Phasinam… - … on Electronics and …, 2021 - ieeexplore.ieee.org
Recently, the advancement in science has been heavily credited for the advancement in
medical diagnosis. The use of machine learning techniques in the medical industry is the …

Machine learning approach for diagnosis of heart diseases

M Makram, N Ali, A Mohammed - 2022 2nd International Mobile …, 2022 - ieeexplore.ieee.org
For decades, cardiovascular diseases have been the leading cause of death. According to
the most recent WHO data, coronary heart disease deaths in Egypt accounted for 29.38 …

Predicting heart disease at early stages using machine learning: a survey

R Katarya, P Srinivas - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Predicting and detection of heart disease has always been a critical and challenging task for
healthcare practitioners. Hospitals and other clinics are offering expensive therapies and …

A comparative study on heart disease prediction using data mining techniques and feature selection

F Tasnim, SU Habiba - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
The world health organization shows us that cardiovascular disease is one of the noteworthy
reasons for death in the world. In this paper, data mining classification techniques ie Naive …

Machine learning and deep learning techniques for the analysis of heart disease: a systematic literature review, open challenges and future directions

M Bhushan, A Pandit, A Garg - Artificial Intelligence Review, 2023 - Springer
Myocardial infarction, commonly known as heart attack, is one of the most common heart
diseases prevailing in the human world. Heart or cardiac disease is one of the leading …

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 …

Comparative analysis of heart disease classification algorithms using big data analytical tool

S Nayak, MK Gourisaria, M Pandey… - … Conference on Computer …, 2020 - Springer
Immense volume of data has been generated from unlike sources like health care, social
media, business applications, manufacturing industries and many more. HealthCare plays a …

Application of machine learning for the detection of heart disease

SS Yadav, SM Jadhav, S Nagrale… - 2020 2nd international …, 2020 - ieeexplore.ieee.org
One of the most common tasks in machine learning is data classification. Machine learning
emerges as a key feature to derive information from corporate operating datasets to large …