Development and External Validation of a Machine Learning Model for the Early Prediction of Doses of Harmful Intracranial Pressure in Patients with Severe Traumatic Brain Injury-Reference-Cited by-同舟云学术

Development and External Validation of a Machine Learning Model for the Early Prediction of Doses of Harmful Intracranial Pressure in Patients with Severe Traumatic Brain Injury

Published:2023-03-01 Issue:5-6 Volume:40 Page:514-522
ISSN:0897-7151
Container-title:Journal of Neurotrauma
language:en
Short-container-title:Journal of Neurotrauma

Author:

Carra Giorgia¹,Güiza Fabian¹,Piper Ian²,Citerio Giuseppe³,Maas Andrew⁴,Depreitere Bart⁵,Meyfroidt Geert¹,Anke Audny,Beer Ronny,Bellander Bo-Michael,Beqiri Erta,Buki Andras,Cabeleira Manuel,Carbonara Marco,Chieregato Arturo,Bicocca Milano,Clusmann Hans,Czeiter Endre,Czosnyka Marek,Ercole Ari,Frisvold Shirin,Helbok Raimund,Jankowski Stefan,Kondziella Daniel,Koskinen Lars-Owe,Kowark Ana,Menon David K.,Moeller Kirsten,Nelson David,Piippo-Karjalainen Anna,Radoi Andreea,Ragauskas Arminas,Raj Rahul,Rhodes Jonathan,Rocka Saulius,Rossaint Rolf,Sahuquillo Juan,Sakowitz Oliver,Smielewski Peter,Stocchetti Nino,Sundström Nina,TakalaTurku Riikka,Tamosuitis Tomas,Tenovuo Olli,Unterberg Andreas,Vajkoczy Peter,Vargiolu Alessia,Vilcinis Rimantas,Wolf Stefan,Younsi Alexander,Zeiler Frederick A.,

Affiliation:

1. Clinical Division and Laboratory of Intensive Care Medicine, Department of Cellular and Molecular Medicine, and UZ Leuven and KU Leuven, Leuven, Belgium.

2. Intensive Care Monitoring Research and Paediatric Critical Care, Edinburgh Royal Hospital for Children and Young People, Edinburgh, United Kingdom.

3. University of Milan-Bicocca, School of Medicine and Surgery and Department of Emergency and Intensive Care, Monza, Italy.

4. Department of Neurosurgery, Antwerp University Hospital and University of Antwerp, Edegem, Belgium.

5. Department of Neurosurgery, UZ Leuven and KU Leuven, Leuven, Belgium.

Publisher

Mary Ann Liebert Inc

Subject

Neurology (clinical)

Link

https://www.liebertpub.com/doi/pdf/10.1089/neu.2022.0251

Reference20 articles.

1. Guidelines for the Management of Severe Traumatic Brain Injury, Fourth Edition

2. A management algorithm for patients with intracranial pressure monitoring: the Seattle International Severe Traumatic Brain Injury Consensus Conference (SIBICC)