An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data

An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data

Stroke is an acute neurological dysfunction attributed to a focal injury of the central nervous system due to reduced blood flow to the brain. Nowadays, stroke is a global threat associated with premature death and huge economic consequences. Hence, there is an urgency to model the effect of several...

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Bibliographic Details
Main Authors: Christos Kokkotis, Georgios Giarmatzis, Erasmia Giannakou, Serafeim Moustakidis, Themistoklis Tsatalas, Dimitrios Tsiptsios, Konstantinos Vadikolias, Nikolaos Aggelousis
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Diagnostics
Subjects:
stroke
clinical data
machine learning
prognosis
interpretation
Online Access:https://www.mdpi.com/2075-4418/12/10/2392

Internet

https://www.mdpi.com/2075-4418/12/10/2392

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