A comparative analysis of machine learning classifiers for stroke prediction: A predictive analytics approach
Stroke is the third leading cause of death in the world. It is a dangerous health disorder caused by the interruption of the blood flow to the brain, resulting in severe illness, disability, or death. An accurate prediction of stroke is necessary for the early stage of treatment and overcoming the m...
Main Authors: | Nitish Biswas, Khandaker Mohammad Mohi Uddin, Sarreha Tasmin Rikta, Samrat Kumar Dey |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2022-11-01
|
Series: | Healthcare Analytics |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2772442522000569 |
Similar Items
-
XML‐LightGBMDroid: A self‐driven interactive mobile application utilizing explainable machine learning for breast cancer diagnosis
by: Khandaker Mohammad Mohi Uddin, et al.
Published: (2023-11-01) -
XML-GBM lung: An explainable machine learning-based application for the diagnosis of lung cancer
by: Sarreha Tasmin Rikta, et al.
Published: (2023-01-01) -
Applying Different Resampling Strategies In Random Forest Algorithm To Predict Lumpy Skin Disease
by: Suparyati Suparyati, et al.
Published: (2022-08-01) -
Machine learning-based diagnosis of breast cancer utilizing feature optimization technique
by: Khandaker Mohammad Mohi Uddin, et al.
Published: (2023-01-01) -
Hybrid Harmony Search–Artificial Intelligence Models in Credit Scoring
by: Rui Ying Goh, et al.
Published: (2020-09-01)