MACHINE LEARNING-BASED PREDICTION OF CLINICAL OUTCOMES IN MICROSURGICAL CLIPPING TREATMENTS OF CEREBRAL ANEURYSMS

MACHINE LEARNING-BASED PREDICTION OF CLINICAL OUTCOMES IN MICROSURGICAL CLIPPING TREATMENTS OF CEREBRAL ANEURYSMS

Background This study investigates the application of Machine Learning (ML) techniques to predict clinical outcomes in microsurgical clipping treatments of cerebral aneurysms. The goal is to enhance healthcare processes through informed clinical decision-making by utilizing a dataset of 344 pati...

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Bibliographic Details
Main Authors: Matei Serban, Corneliu Toader, Vlad Buica, David Dumitrascu, Alexandru Vlad Ciurea
Format: Article
Language:English
Published: London Academic Publishing 2024-11-01
Series:Romanian Neurosurgery
Subjects:
machine learning
ruptured intracranial aneurysm
SHAP analysis
neurosurgery
Online Access:http://journals.lapub.co.uk/index.php/roneurosurgery/article/view/2855
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http://journals.lapub.co.uk/index.php/roneurosurgery/article/view/2855

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