AIMC Topic: Return of Spontaneous Circulation

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Post-Cardiac arrest outcome prediction using machine learning: A systematic review and meta-analysis.

International journal of medical informatics Oct 28, 2024
BACKGROUND: Early and reliable prognostication in post-cardiac arrest patients remains challenging, with various factors linked to return of spontaneous circulation (ROSC), survival, and neurological results. Machine learning and deep learning models...
Humans Machine Learning Prognosis Deep Learning Heart Arrest Return of Spontaneous Circulation
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Artificial intelligence-based evaluation of carotid artery compressibility via point-of-care ultrasound in determining the return of spontaneous circulation during cardiopulmonary resuscitation.

Resuscitation Jul 5, 2024
AIM: This study introduces RealCAC-Net, an artificial intelligence (AI) system, to quantify carotid artery compressibility (CAC) and determine the return of spontaneous circulation (ROSC) during cardiopulmonary resuscitation.
Humans Artificial Intelligence Algorithms Prospective Studies Republic of Korea Female Aged Adult Male Point-of-Care Systems Middle Aged Ultrasonography Carotid Arteries Cardiopulmonary Resuscitation Heart Arrest Return of Spontaneous Circulation
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The Use of Artificial Intelligence to Predict the On-Scene Return of Spontaneous Circulation in the Out-of-Hospital Setting: A Time to Do More for Cardiac Arrest?

Annals of emergency medicine Dec 1, 2021
Humans Artificial Intelligence Hospitals Out-of-Hospital Cardiac Arrest Return of Spontaneous Circulation
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Prediction of Neurological Outcomes in Out-of-hospital Cardiac Arrest Survivors Immediately after Return of Spontaneous Circulation: Ensemble Technique with Four Machine Learning Models.

Journal of Korean medical science Jul 19, 2021
BACKGROUND: We performed this study to establish a prediction model for 1-year neurological outcomes in out-of-hospital cardiac arrest (OHCA) patients who achieved return of spontaneous circulation (ROSC) immediately after ROSC using machine learning...
Humans Machine Learning Retrospective Studies Female Aged Survival Rate Male Middle Aged Treatment Outcome Emergency Medical Services Registries Cardiopulmonary Resuscitation Heart Arrest Survivors Out-of-Hospital Cardiac Arrest Return of Spontaneous Circulation
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