A Machine Learning Prediction Model for Non-cardiogenic Out-of-hospital Cardiac Arrest with Initial Non-shockable Rhythm
نویسندگان
چکیده
Objectives The purpose of this study was to develop and validate a machine learning prediction model for the prognosis non-cardiogenic out-of-hospital cardiac arrest (OHCA) with an initial non-shockable rhythm.
منابع مشابه
Coronary angiography is related to improved clinical outcome of out-of-hospital cardiac arrest with initial non-shockable rhythm
OBJECTIVE Coronary angiography (CAG) for survivors of out-of-hospital cardiac arrest (OHCA) enables early identification of coronary artery disease and revascularization, which might improve clinical outcome. However, little is known for the role of CAG in patients with initial non-shockable cardiac rhythm. METHODS We investigated clinical outcomes of successfully resuscitated 670 adult OHCA ...
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INTRODUCTION Few clinical trials have provided evidence that epinephrine administration after out-of-hospital cardiac arrest (OHCA) improves long-term survival. Here we determined whether prehospital epinephrine administration would improve 1-month survival in OHCA patients. METHODS We analyzed the data of 209,577 OHCA patients; the data were prospectively collected in a nationwide Utstein-st...
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Cardiopulmonary arrest research and guidelines have generally focused on the treatment and management of ventricular fibrillation and pulseless ventricular fibrillation (electrical shockable rhythms). Less investigation has been done on the subpopulation of cardiopulmonary arrest victims that present with non-shockable rhythms. In a new paper, Goto, Maeda, and Goto present evidence that early u...
متن کاملProgressing from initial non-shockable rhythms to a shockable rhythm is associated with improved outcome after out-of-hospital cardiac arrest.
BACKGROUND Cardiac arrest patients with initial non-shockable rhythm progressing to shockable rhythm have been reported to have inferior outcome to those remaining non-shockable. We wanted to confirm this observation in our prospectively collected database, and assess whether differences in cardiopulmonary resuscitation (CPR) quality could help to explain any such difference in outcome. MATER...
متن کاملSubsequent Shockable Rhythm During Out‐of‐Hospital Cardiac Arrest in Children With Initial Non‐Shockable Rhythms: A Nationwide Population‐Based Observational Study
BACKGROUND The effect of a subsequent treated shockable rhythm during cardiopulmonary resuscitation on the outcome of children who suffer out-of-hospital cardiac arrest with initial nonshockable rhythm is unclear. We hypothesized that subsequent treated shockable rhythm in children with out-of-hospital cardiac arrest would improve survival with favorable neurological outcomes (Cerebral Performa...
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ژورنال
عنوان ژورنال: Juntendo Medical Journal
سال: 2023
ISSN: ['2188-2126', '2187-9737']
DOI: https://doi.org/10.14789/jmj.jmj22-0035-oa