Acute kidney failure can come on very suddenly. Any loss of blood, lack of fluids, states of shock or serious infections can cause it, for example. Acute kidney injury is usually curable, but it is always a life-threatening condition that requires intensive care.

During an inpatient stay, about every fifth patient develops an Acute Kidney Injury (AKI). The lethality of hospital-acquired AKI is estimated at a staggering 30%. Once the last stage has been reached, only half survive, according to several studies.

The Medlytics early warning system "Nephro" not only supports the identification of all patients with a current kidney function impairment, but based on machine learning methods, imminent kidney failure should be detected at an early stage. This diagnostic method enables the detection of up to 56% of AKI in the first stage with an accuracy of up to 85%.

Delirium is one of the most common complications after surgery. The delirium is often associated not only with longer periods of hospitalization but also with an increased mortality rate. Some studies have shown that up to 60% of delirium cases remain undiagnosed and that serious long-term consequences can result.

The Medlytics early warning system "Delir" supports consistent treatment and identifies the majority of risk patients so that preventive measures can be initiated straight away.

With an accuracy of up to 99% for delirium without dementia, medlytics_predict enables the detection of up to 85% of all delirium - based on laboratory data.

Diabetes mellitus is a disease of increasing importance in everyday clinical practice. In acute situations, the effects on glucose metabolism must be taken into account. A primary goal of therapy in the hospital is, among other things: in the strict avoidance of hypoglycemia.

It must be taken into account that invasive interventions, long periods of fasting or therapies that affect glucose metabolism (e.g. steroid therapy) may be pending as part of insulin therapy. The Medlytics early warning system "Honey" prepares the relevant information in an innovative way so that doctors can take acute action.