Applied forecasting for delayed cerebral ischemia prediction post subarachnoid hemorrhage: Methodological fallacies

Applied forecasting for delayed cerebral ischemia prediction post subarachnoid hemorrhage: Methodological fallacies

Introduction: Delayed Cerebral Ischemia (DCI) is an important cause of morbidity and mortality after aneurysmal Subarachnoid Hemorrhage (aSAH). Researchers have utilized various methods for predicting patients at risk for DCI progression. Methods: An eight-year retrospective review of aSAH patients...

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Bibliographic Details
Main Authors: Georgios Alexopoulos, Justin Zhang, Ioannis Karampelas, Maheen Khan, Nabiha Quadri, Mayur Patel, Niel Patel, Mohammad Almajali, Tobias A. Mattei, Joanna Kemp, Jeroen Coppens, Philippe Mercier
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Delayed cerebral ischemia
Clinical vasospasm
Subarachnoid hemorrhage
Applied predictive modeling
Applied forecasting
Imbalanced binary classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914821002823

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