Unlocking stroke prediction: Harnessing projection-based statistical feature extraction with ML algorithms

Unlocking stroke prediction: Harnessing projection-based statistical feature extraction with ML algorithms

Non-communicable diseases, such as cardiovascular disease, cancer, chronic respiratory diseases, and diabetes, are responsible for approximately 71% of all deaths worldwide. Stroke, a cerebrovascular disorder, is one of the leading contributors to this burden among the top three causes of death. Ear...

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Bibliographic Details
Main Authors: Saad Sahriar, Sanjida Akther, Jannatul Mauya, Ruhul Amin, Md Shahajada Mia, Sabba Ruhi, Md Shamim Reza
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Heliyon
Subjects:
Stroke
Risk prediction
Machine learning
PCA
FA
Medical diagnosis
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402403442X

Internet

http://www.sciencedirect.com/science/article/pii/S240584402403442X

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