AIMC Topic: Sodium

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Classification of sodium MRI data of cartilage using machine learning.

Magnetic resonance in medicine Nov 3, 2014
PURPOSE: To assess the possible utility of machine learning for classifying subjects with and subjects without osteoarthritis using sodium magnetic resonance imaging data. Theory: Support vector machine, k-nearest neighbors, naïve Bayes, discriminant...
Magnetic Resonance Imaging Osteoarthritis Machine Learning Sodium Algorithms Knee Cartilage, Articular Humans
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Assessment of Serum Creatinine and Serum Sodium Prognostic Potential in Heart Failure Patients Using Machine Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Heart failure (HF) is the leading etiology for hospital admissions and ranks among the foremost contributors to mortality. This complex clinical syndrome with various phenotypes is categorized by left ventricle ejection fraction levels (LVEF), namely...
Female Aged Humans Creatinine Biomarkers Heart Failure Male Machine Learning Sodium Prognosis Middle Aged
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Deep learning approach to unmask hidden salt effects in the era of artificial intelligence.

European heart journal Nov 7, 2023
Humans Sodium Acetaminophen Deep Learning Blood Pressure Artificial Intelligence Cardiovascular Diseases
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A statistically rigorous deep neural network approach to predict mortality in trauma patients admitted to the intensive care unit.

The journal of trauma and acute care surgery Oct 1, 2020
BACKGROUND: Trauma patients admitted to critical care are at high risk of mortality because of their injuries. Our aim was to develop a machine learning-based model to predict mortality using Fahad-Liaqat-Ahmad Intensive Machine (FLAIM) framework. We...
Proportional Hazards Models Multivariate Analysis Sodium Critical Care Wounds and Injuries Injury Severity Score Organ Dysfunction Scores Male Middle Aged Sepsis Prognosis ROC Curve Retrospective Studies Young Adult Critical Illness Female Adult Intensive Care Units Hospitalization Neural Networks, Computer Humans Machine Learning
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Stability of 90 mg/mL cefuroxime sodium solution for administration by continuous infusion.

Journal of chemotherapy (Florence, Italy) Jan 1, 2018
Continuous infusions of β-lactam antibiotics increase pharmacokinetic/pharmacodynamic target attainment. However, this way of administration brings about some practical issues such as stability. This study aims to determine the stability of a 90 mg/m...
Sodium Polypropylenes Infusions, Intravenous Cefuroxime Syringes Chromatography, High Pressure Liquid Drug Stability
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[The Influence of Different Ionic Concentration in Cell Physiological Solution on Temperature Measurement by Near Infrared].

Guang pu xue yu guang pu fen xi = Guang pu Oct 1, 2015
It is important to real-timely monitor and control the temperature of cell physiological solution in patch clamp experiments, which can eliminate the uncertainty due to temperature and improve the measurement accuracy. This paper studies the influenc...
Solutions Least-Squares Analysis Pharmaceutical Solutions Sodium Ions Temperature Spectroscopy, Near-Infrared Calibration Sodium Chloride Models, Theoretical
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