Prediction of neurologic outcome after out-of-hospital cardiac arrest: An interpretable approach with machine learning,Resuscitation

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Prediction of neurologic outcome after out-of-hospital cardiac arrest: An interpretable approach with machine learning
Resuscitation ( IF 6.5 ) Pub Date : 2024-08-12 , DOI: 10.1016/j.resuscitation.2024.110359
Araz Rawshani ₁ , Fredrik Hessulf ₂ , John Deminger ₃ , Pedram Sultanian ₄ , Vibha Gupta ₄ , Peter Lundgren ₅ , Mohammed Mohammed ₆ , Monér Abu Alchay ₆ , Tobias Siöland ₂ , Emilia Gryska ₇ , Adam Piasecki ₂

Affiliation

Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Wallenberg Laboratory, Blå stråket 5, Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden; Department of Cardiology, Sahlgrenska University Hospital, Blå stråket 5, 413 45 Gothenburg, Sweden; The Swedish Registry for Cardiopulmonary Resuscitation, Medicinaregatan 18G, 413 90 Gothenburg, Sweden.
Department of Anesthesiology and Intensive Care, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Blå stråket 5, 413 45 Gothenburg, Sweden; Department of Anesthesiology and Intensive Care, Sahlgrenska University Hospital, Göteborgsvägen 31, 431 30 Mölndal, Sweden.
Department of Medicine and Emergency Care, Sahlgrenska University Hospital, Göteborgsvägen 33, 431 30 Mölndal, Sweden.
Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Wallenberg Laboratory, Blå stråket 5, Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden.
Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Wallenberg Laboratory, Blå stråket 5, Sahlgrenska University Hospital, 413 45 Gothenburg, Sweden; Department of Cardiology, Sahlgrenska University Hospital, Blå stråket 5, 413 45 Gothenburg, Sweden.
Department of Cardiology, Sahlgrenska University Hospital, Blå stråket 5, 413 45 Gothenburg, Sweden.
Department of Hand Surgery, Sahlgrenska University Hospital, Göteborgsvägen 31, 431 30 Mölndal, Sweden; Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.

Out-of-hospital cardiac arrest (OHCA) is a critical condition with low survival rates. In patients with a return of spontaneous circulation, brain injury is a leading cause of death.

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