Heart Disease Prediction Using Machine Learning: A Systematic Literature Review

SD Prakoso, AE Permanasari… - 2023 10th International …, 2023 - ieeexplore.ieee.org
Heart disease, categorized as a cardiovascular condition, stands as a prominent factor in
worldwide mortality, accounting for approximately 32% of all deaths globally. It manifests …

Optimizing Machine Learning Algorithms for Heart Disease Prediction in Healthcare: A Comparative Study

S Subha, C Balakrishnan… - 2024 5th International …, 2024 - ieeexplore.ieee.org
The healthcare business faces significant challenges in successfully maintaining and
evaluating large amounts of patient data. Data analytics has emerged as a viable tool for …

Diabetics Mellitius Caused Vision Impairment Discernment Using ML

A Prasad, V Asha, N Kumar… - 2023 14th International …, 2023 - ieeexplore.ieee.org
Diabetic Retinopathy affects the eyes, potentially causing partial or total damage to the
retina. High blood glucose levels harm the nerves carrying blood in retina, leading to …

Machine Learning-Driven Insights into Autoimmune Disease Prediction and Patient Outcomes

I Singla, D Malhotra, K Kumar - … International Conference on …, 2024 - ieeexplore.ieee.org
Machine learning has given a great contribution in the field of healthcare whether it is pre-
diagnosis of disease or personalized medicine approaches for genetic diseases …

A Review of Machine Learning in Predicting Heart Disease Risk Based on Medical Data

SS Abdul-Jabbar - Metaheuristic Optimization Review, 2024 - americaspg.com
Heart diseases go on to be the primary cause of such mortality all over the world and hence
call for accurate and efficient diagnostic tools. Traditional diagnostics are not scalable and …