Using Inertial Measurement Units and Machine Learning to Classify Body Positions of Adults in a Hospital Bed.

In hospitals, timely interventions can prevent avoidable clinical deterioration. Early recognition of deterioration is vital to stopping further decline. Measuring the way patients position themselves in bed and change their positions may signal when further assessment is necessary.

Adverse events during and after early mobilisation: A post hoc analysis of the TEAM trial.

Background: The Treatment of Mechanically Ventilated Adults with Early Activity and Mobilisation (TEAM) trial reported a higher occurrence of adverse events with greater mobilisation. However, their timing and nature remained unexplored. We conducted an in-depth exploration of such events.

The Role of Biomedical and Pharmaceutical Sciences in Pharmacy Education and Practice.

A current major topic of conversation in academic pharmacy is "curricular hoarding," the overloading of the curriculum due to the steady addition of required knowledge and skills without a concomitant subtraction of existing content. It can be tempting to consider addressing hoarding by just reducing content in the foundational biomedical and pharmaceutical sciences or by shifting some foundational content into prerequisites for admission into the Doctor of Pharmacy program. The health care education literature suggests that this approach would negatively impact the development of the critical and clinical thinking skills needed by a modern pharmacist.

Informing the management of the post-COVID condition: insights from the Western Australian experience comparing those who tested positive and negative to early COVID-19 strains.

ObjectiveThis study aimed to compare the relative physical recovery and symptoms after SARS-CoV-2 infection between groups confirmed positive or negative to early strains of COVID-19.MethodsA prospective, longitudinal cohort study compared outcomes of metropolitan adults polymerase chain reaction-tested for COVID-19 between March and November 2020 in Western Australia. Control matching was attempted: inpatients (gender, age) and ambulatory clinic (gender, age, asthma, chronic pulmonary disease).

Impact of High-Dose Early Mobilization on Outcomes for Patients with Diabetes: A Secondary Analysis of the TEAM Trial.

Patients with diabetes represent almost 20% of all ICU admissions and might respond differently to high-dose early active mobilization. To assess whether diabetes modified the relationship between the dose of early mobilization on clinical outcomes in the TEAM trial. All TEAM trial patients were included.