Can ‘noisy data’ perform as well as ‘clean data’ in outcome modeling after aneurysmal subarachnoid haemorrhage?

Early BRS was independently associated with short-term outcome after aSAH, regardless of beta-blockers or noradrenaline use. In the 'clean data' set, HR was significantly associated with outcome, whilst in the 'noisy data' set, BRS was significantly associated with outcome. A larger multicentre study is required to validate these findings.

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Publication Details

Journal
Autonomic Neuroscience
Published
2025-05-22
DOI
https://doi.org/10.1016/j.autneu.2025.103292
Primary Topic
Traumatic Brain Injury and Neurovascular Disturbances
Type
article
Field-Weighted Citation Impact
0.00

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article

Can ‘noisy data’ perform as well as ‘clean data’ in outcome modeling after aneurysmal subarachnoid haemorrhage?

Barbara Dragan, Nathalie Nasr, Małgorzata Burzyńska, Karol P. Budohoski et al.
Autonomic Neuroscience
Traumatic Brain Injury and Neurovascular Disturbances
article

Can ‘noisy data’ perform as well as ‘clean data’ in outcome modeling after aneurysmal subarachnoid haemorrhage?

Barbara Dragan, Nathalie Nasr, Małgorzata Burzyńska, Karol P. Budohoski, Magdalena Kasprowicz, Agnieszka Uryga, Marek Czosnyka
article en

Abstract

Early BRS was independently associated with short-term outcome after aSAH, regardless of beta-blockers or noradrenaline use. In the 'clean data' set, HR was significantly associated with outcome, whilst in the 'noisy data' set, BRS was significantly associated with outcome. A larger multicentre study is required to validate these findings.

Autonomic NeuroscienceVol. 260
Wrocław University of Science and Technology (PL), University of Cambridge (GB), Addenbrooke's Hospital (GB), AGH University of Krakow (PL)
Narodowe Centrum Nauki
Openalex Percentile: Top 81%
Traumatic Brain Injury and Neurovascular Disturbances
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Can ‘noisy data’ perform as well as ‘clean data’ in outcome modeling after aneurysmal subarachnoid haemorrhage? — Barbara Dragan, Nathalie Nasr, et al. · Autonomic Neuroscience (2025) | TGRS Research Map | TGRS