ICU delirium

Machine learning predicts delirium

Using machine learning based on electronic health records of ICU patients predicted new-onset delirium with 82% sensitivity, Vanderbilt researchers found.

Interventions such as daily spontaneous waking trials can help patients avoid injuries associated with intensive care.

AI predicts next-day delirium or coma in ICU patients

A team at Vanderbilt University Medical Center used machine learning to predict the likelihood of next-day brain function status changes in critical care patients.

Delirium and mortality reexamined

A multicenter study of ICU patients found that in the hospital, delirium was associated with a nearly three-fold increase in risk of death the following day, but after discharge there was no association between delirium and mortality.

Christopher Hughes, MD, left, Pratik Pandharipande, MD, MSCI, and colleagues are studying two drugs recommended for patients receiving mechanical ventilation in the ICU.

Study finds recommended ICU sedatives equally safe, effective

Sedative medications used in intensive care are associated with increased delirium, which is in turn connected with higher medical costs and greater risk of death and ICU-related dementia.

Large study finds higher burden of acute brain dysfunction for COVID-19 ICU patients

COVID-19 patients admitted to intensive care in the early months of the pandemic were subject to a significantly higher burden of delirium and coma than is typically found in patients with acute respiratory failure. Choice of sedative medications and curbs on family visitation played a role in increasing acute brain dysfunction for these patients.

Interventions such as daily spontaneous waking trials can help patients avoid injuries associated with intensive care.

Study to test cognitive rehab therapy for ICU survivors

Vanderbilt University Medical Center will study adult survivors of medical and surgical intensive care at high risk for long-term cognitive impairment to see if computerized cognitive rehabilitation (CCR) is effective in improving cognition in ICU survivors who often have trouble doing complex tasks, maintaining their finances and staying employed.