Predicting mortality in critically ill patients: a machine learning approach to electrolyte imbalances and clinical
Hesham Kamal Habeeb Keryakos1, Walid Taha Hussein2, Mostafa Ahmed El-Sayed Abu-El-Ela3
1Department of Internal Medicine, Faculty of Medicine, Minia University, Minya, Egypt. hesham.keryakos@mu.edu.eg.
Journal of Translational Medicine
|December 18, 2025
Abstract
No abstract available in PubMed .
Related Concept Videos
Acute Kidney Injury VI: Nursing Management
362
Acute Kidney Injury (AKI) results in an inability to maintain fluid, electrolyte, and acid-base balance. Effective nursing management is critical in improving patient outcomes and includes comprehensive patient assessment and targeted interventions.Comprehensive Patient AssessmentA detailed history collection is essential, focusing on any recent infections, nephrotoxic medication use, or chronic conditions such as hypertension and diabetes that may contribute to AKI. During the physical...
362
Chronic Kidney Disease IV: Nursing Management
296
Nursing management is essential for preventing complications, maintaining stability, and improving patients' quality of life in chronic kidney disease (CKD). By using a structured approach, nurses help slow CKD progression and support effective patient care.1. Comprehensive patient assessmentEffective management begins with nurses reviewing the patient’s medical history, and identifying key risk factors like diabetes, hypertension, and nephrotoxic drug use. Nurses assess signs of...
296

