Clinical prediction models for aneurysmal subarachnoid hemorrhage: a systematic review

BNR Jaja, MD Cusimano, N Etminan, D Hanggi… - Neurocritical care, 2013 - Springer
Background Clinical prediction models can enhance clinical decision-making and research.
However, available prediction models in aneurysmal subarachnoid hemorrhage (aSAH) are …

Prediction of outcome after aneurysmal subarachnoid hemorrhage: development and validation of the SAFIRE grading scale

CE van Donkelaar, NA Bakker, J Birks, NJGM Veeger… - Stroke, 2019 - Am Heart Assoc
Background and Purpose—Early prediction of clinical outcome after aneurysmal
subarachnoid hemorrhage (aSAH) is still lacking accuracy. In this observational cohort …

Development and validation of outcome prediction models for aneurysmal subarachnoid haemorrhage: the SAHIT multinational cohort study

BNR Jaja, G Saposnik, HF Lingsma, E Macdonald… - Bmj, 2018 - bmj.com
Objective To develop and validate a set of practical prediction tools that reliably estimate the
outcome of subarachnoid haemorrhage from ruptured intracranial aneurysms (SAH). Design …

Outcome prediction in aneurysmal subarachnoid hemorrhage: a comparison of machine learning methods and established clinico-radiological scores

NF Dengler, VI Madai, M Unteroberdörster, E Zihni… - Neurosurgical …, 2021 - Springer
Reliable prediction of outcomes of aneurysmal subarachnoid hemorrhage (aSAH) based on
factors available at patient admission may support responsible allocation of resources as …

Predicting long-term outcomes after poor-grade aneurysmal subarachnoid hemorrhage using decision tree modeling

J Liu, Y Xiong, M Zhong, Y Yang, X Guo, X Tan… - …, 2020 - journals.lww.com
Predicting Long-Term Outcomes After Poor-Grade Aneurysmal Su... : Neurosurgery Predicting
Long-Term Outcomes After Poor-Grade Aneurysmal Subarachnoid Hemorrhage Using Decision …

Scoring model to predict functional outcome in poor-grade aneurysmal subarachnoid hemorrhage

J Shen, J Yu, S Huang, R Mungur, K Huang… - Frontiers in …, 2021 - frontiersin.org
Background: Patients with poor-grade aneurysmal subarachnoid hemorrhage (aSAH),
defined as World Federation of Neurosurgical Societies (WFNS) grades IV–V have high …

Development of a complication-and treatment-aware prediction model for favorable functional outcome in aneurysmal subarachnoid hemorrhage based on machine …

N Maldaner, AM Zeitlberger, M Sosnova… - …, 2021 - journals.lww.com
Development of a Complication- and Treatment-Aware Predictio... : Neurosurgery
Development of a Complication- and Treatment-Aware Prediction Model for Favorable …

Prediction models in aneurysmal subarachnoid hemorrhage: forecasting clinical outcome with artificial intelligence

G de Jong, R Aquarius, B Sanaan, RHMA Bartels… - …, 2021 - journals.lww.com
BACKGROUND Predicting outcome after aneurysmal subarachnoid hemorrhage (aSAH) is
known to be challenging and complex. Machine learning approaches, of which feedforward …

Prediction of cerebral infarction and patient outcome in aneurysmal subarachnoid hemorrhage: comparison of new and established radiographic, clinical and …

NF Dengler, J Sommerfeld, D Diesing… - European journal of …, 2018 - Wiley Online Library
Background and purpose There are numerous grading scales to describe the severity of
aneurysmal subarachnoid hemorrhage (aSAH) and to predict outcome. Historically …

Prediction of 60 day case-fatality after aneurysmal subarachnoid haemorrhage: results from the International Subarachnoid Aneurysm Trial (ISAT)

R Risselada, HF Lingsma, A Bauer-Mehren… - European journal of …, 2010 - Springer
Aneurysmal subarachnoid haemorrhage (aSAH) is a devastating event with substantial case-
fatality. Our purpose was to examine which clinical and neuro-imaging characteristics …