AIMC Topic: Acid-Base Equilibrium
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Association between albumin-corrected anion gap and delirium in acute pancreatitis: insights from the MIMIC-IV database.
BMC gastroenterology
Aug 5, 2025
BACKGROUND: Delirium frequently occurs as a severe complication among patients with acute pancreatitis (AP), contributing to extended hospital stays, higher mortality rates, and lasting cognitive deficits. The pathogenesis of delirium in this setting...
Interpretation of acid-base metabolism on arterial blood gas samples via machine learning algorithms.
Irish journal of medical science
Aug 1, 2024
BACKGROUND: Arterial blood gas evaluation is crucial for critically ill patients, as it provides essential information about acid-base metabolism and respiratory balance, but evaluation can be complex and time-consuming. Artificial intelligence can p...
A deep learning backcasting approach to the electrolyte, metabolite, and acid-base parameters that predict risk in ICU patients.
PloS one
Dec 17, 2020
BACKGROUND: A powerful risk model allows clinicians, at the bedside, to ensure the early identification of and decision-making for patients showing signs of developing physiological instability during treatment. The aim of this study was to enhance t...
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