Explainable artificial intelligence for stroke prediction through comparison of deep learning and machine learning models

Explainable artificial intelligence for stroke prediction through comparison of deep learning and machine learning models

Abstract Failure to predict stroke promptly may lead to delayed treatment, causing severe consequences like permanent neurological damage or death. Early detection using deep learning (DL) and machine learning (ML) models can enhance patient outcomes and mitigate the long-term effects of strokes. Th...

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Bibliographic Details
Main Authors: Khadijeh Moulaei, Lida Afshari, Reza Moulaei, Babak Sabet, Seyed Mohammad Mousavi, Mohammad Reza Afrash
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
Subjects:
deep learning
machine learning
predicting
stroke
Online Access:https://doi.org/10.1038/s41598-024-82931-5
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