Representation learning in intraoperative vital signs for heart failure risk prediction
نویسندگان
چکیده
منابع مشابه
Remote Monitoring of Vital Signs in Chronic Heart Failure Patients
The chronic heart failure (CHF) affects an ever-growing segment of population and it is among the major causes of hospitalization for elderly citizens. The actual out-of-hospital treatment model, based on periodic visits, has a low capability to detect signs of destabilization and leads to a high re-hospitalization rate. In this paper, a complete and integrated Information and Communication sys...
متن کاملPatient Outcome Prediction with Heart Rate Variability and Vital Signs
The ability to predict patient outcomes is important for clinical triage, which is the process of assessing severity and assigning appropriate priority of treatment for large numbers of patients. In this study, we present an automatic prognosis system for patient outcome prediction with heart rate variability (HRV) and traditional vital signs. Support vector machine (SVM) and extreme learning m...
متن کاملEffect of inhalation of Lavender essential oil on vital signs in ICU open-heart surgery
This study evaluated the effects of inhalation of Lavender essential oil on vital signs in ICU open-heart surgery. This study is a clinical single-blind trial. The study was conducted on 40 patients who had open-heart surgery in the Cardiac ICU of two Hospitals of Tehran University of Medical Sciences, 2012. Criteria included: full Consciousness, lack of hemorrhage, lack of heart rate reduction...
متن کاملEffect of inhalation of Lavender essential oil on vital signs in ICU open-heart surgery
This study evaluated the effects of inhalation of Lavender essential oil on vital signs in ICU open-heart surgery. This study is a clinical single-blind trial. The study was conducted on 40 patients who had open-heart surgery in the Cardiac ICU of two Hospitals of Tehran University of Medical Sciences, 2012. Criteria included: full Consciousness, lack of hemorrhage, lack of heart rate reduction...
متن کاملDo medications affect vital signs in the prehospital treatment of acute decompensated heart failure?
INTRODUCTION Prehospital treatment of patients with acute decompensated heart failure (ADHF) has been shown to decrease mortality and morbidity. Vital sign changes have been proposed as clinical endpoints in the evaluation of prehospital treatment for this condition. OBJECTIVE To examine the effect of prehospital treatments on vital signs among patients with ADHF. METHODS Records of an urba...
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ژورنال
عنوان ژورنال: BMC Medical Informatics and Decision Making
سال: 2019
ISSN: 1472-6947
DOI: 10.1186/s12911-019-0978-6