Ventilation success masks our prediction failure
نویسندگان
چکیده
منابع مشابه
Success/Failure Prediction of Noninvasive Mechanical Ventilation in Intensive Care Units
Objectives: This paper addresses the problem of decision-making in relation to the administration of noninvasive mechanical ventila tion (NIMV) in intensive care units. Methods: Data mining methods were employed to find out the factors influencing the success/failure of NIMV and to predict its results in future patients. These artificial intelligence-based methods have not been applied in this ...
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PURPOSE Acute respiratory failure (ARF) is a common life-threatening complication in morbidly obese patients with obesity hypoventilation syndrome (OHS). We aimed to identify the determinants of noninvasive ventilation (NIV) success or failure for this indication. METHODS We prospectively included 76 consecutive patients with BMI>40 kg/m2 diagnosed with OHS and treated by NIV for ARF in a 15-...
متن کاملSuccess/Failure Prediction of Noninvasive Mechanical Ventilation in Intensive Care Units. Using Multiclassifiers and Feature Selection Methods.
OBJECTIVES This paper addresses the problem of decision-making in relation to the administration of noninvasive mechanical ventilation (NIMV) in intensive care units. METHODS Data mining methods were employed to find out the factors influencing the success/failure of NIMV and to predict its results in future patients. These artificial intelligence-based methods have not been applied in this f...
متن کاملPrediction success
divided into a) error and rewarded trials and b) switch and stay trials. The effect of volatility remains even if only error trials, or only rewarded trials, or only switch trials, or only stay trials are included in the analysis.
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ژورنال
عنوان ژورنال: Anaesthesia
سال: 2015
ISSN: 0003-2409
DOI: 10.1111/anae.13264