Blar i forfatter "Nelson, David"

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    • Comparative effectiveness of intracranial hypertension management guided by ventricular versus intraparenchymal pressure monitoring: a CENTER-TBI study 

      Volovici, Victor; Pisică, Dana; Gravesteijn, Benjamin; Dirven, Clemens M. F.; Steyerberg, Ewout W.; Ercole, Ari; Stocchetti, Nino; Nelson, David; Menon, David K; Citerio, Giuseppe; Van Der Jagt, Mathieu; Maas, Andrew I. R.; Haitsma, Iain K.; Lingsma, Hester F.; Vik, Anne; Skandsen, Toril; Andelic, Nada; Røise, Olav; Helseth, Eirik; Andreassen, Lasse; Anke, Audny Gabriele Wagner; Røe, Cecilie (Journal article; Tidsskriftartikkel; Peer reviewed, 2022-06-01)
      <b><p>Objective</b> To compare outcomes between patients with primary external ventricular device (EVD)–driven treatment of intracranial hypertension and those with primary intraparenchymal monitor (IP)–driven treatment. <b><p>Methods</b> The CENTER-TBI study is a prospective, multicenter, longitudinal observational cohort study that enrolled patients of all TBI severities from 62 participating ...

    • Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury 

      Gravesteijn, BY; Nieboer, Daan; Ercole, Ari; Lingsma, Hester F; Nelson, David; Van Calster, Ben; Steyerberg, Ewout W; Andelic, Nada; Anke, Audny; Frisvold, Shirin; Helseth, Eirik; Røe, Cecilie; Røise, Olav; Skandsen, Toril; Vik, Anne (Journal article; Tidsskriftartikkel; Peer reviewed, 2020-03-19)
      <i>Objective</i> - We aimed to explore the added value of common machine learning (ML) algorithms for prediction of outcome for moderate and severe traumatic brain injury.<br><br> <i>Study Design and Setting</i> - We performed logistic regression (LR), lasso regression, and ridge regression with key baseline predictors in the IMPACT-II database (15 studies, <i>n</i> = 11,022). ML algorithms ...

    • Variation in general supportive and preventive intensive care management of traumatic brain injury: a survey in 66 neurotrauma centers participating in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study 

      Huijben, Jilske A.; Volovici, Victor; Cnossen, Maryse C.; Haitsma, Iain K.; Stocchetti, Nino; Maas, Andrew I. R.; Menon, David K.; Ercole, Ari; Citerio, Giuseppe; Nelson, David; Polinder, Suzanne; Steyerberg, Ewout W.; Lingsma, Hester F.; van der Jagt, Mathieu; Vik, Anne; Andelic, Nada; Andreassen, Lasse; Anke, Audny; Frisvold, Shirin; Helseth, Eirik; Roise, Olav; Skandsen, Toril; Håberg, Asta; Røe, Cecilie (Journal article; Tidsskriftartikkel; Peer reviewed, 2018-04-13)
      <p><i>Background</i>: General supportive and preventive measures in the intensive care management of traumatic brain injury (TBI) aim to prevent or limit secondary brain injury and optimize recovery. The aim of this survey was to assess and quantify variation in perceptions on intensive care unit (ICU) management of patients with TBI in European neurotrauma centers.</p> <p><i>Methods</i>: We ...