Drug-Induced AKI in the ICU: are we missing preventable risks?
In critically ill patients, drug therapy and kidney function are closely interconnected. Some drugs may contribute to the onset or progression of acute kidney injury (AKI), while the development of AKI may make the dose or dosing interval of ongoing treatments no longer appropriate. Because AKI is often multifactorial, the presence of a potentially nephrotoxic […]
Data fragmentation in intensive care and its impact on clinical decision-making
In the Intensive Care Unit, patient assessment relies on a broad and constantly evolving set of clinical information. Vital signs, lab results, and electronic health record data all contribute to a picture that must be read quickly and accurately. Having access to large amounts of information, however, does not automatically mean being able to use […]
Persistent AKI in Intensive Care: the role of AI models in early intervention
In intensive care units (ICUs), Acute Kidney Injury (AKI) is a frequent, typically multifactorial complication that can substantially alter the clinical course and prognosis of critically ill patients. In its early phases, however, AKI can be difficult to distinguish from a physiological response to clinical stress. A transient reduction in kidney function may in fact […]
Prediction of AKI in Intensive Care: from late recognition to AI-powered proactive management
In intensive care units, Acute Kidney Injury (AKI) is not an exception but a constant challenge. A recent study reported that AKI is a sudden episode of kidney failure frequently observed in critically ill patients (Nateghi Haredasht et al., 2023). For ICU teams, this means dealing with a rapidly evolving risk that, if recognized too […]
AKI in Intensive Care: toward a model of personalized prevention
Acute kidney injury (AKI) is one of the most frequent and critical complications in patients admitted to intensive care units (ICUs). AKI consists of a rapid decline in kidney function, which can develop within a few hours or days. It is often asymptomatic or presents with non-specific symptoms, making timely diagnosis particularly challenging, especially in […]
Artificial Intelligence in Intensive Care: from predictive analysis to personalized treatment
Artificial Intelligence (AI) is rapidly transforming the healthcare landscape, with a particularly significant impact on intensive care units (ICUs). In such complex and critical environments, where every decision has a direct and immediate impact on patient outcomes, AI emerges as a valuable support tool for doctors and healthcare staff. But how can artificial intelligence concretely […]