BACKGROUND: Family members play a vital role in supporting patients during hospitalization, yet their involvement is often insufficiently recognized. Existing family assessment tools are typically developed for community or long-term care settings and are too complex or time-intensive for hospital use. …

BACKGROUND: The growing aging population and staff shortages are placing pressure on Dutch nursing homes (NHs). These challenges have led to an increased interest in digital health technologies. Among these are wearable devices that allow for remote continuous monitoring of vital signs. An example is …

Muscle health, encompassing muscle mass, composition, strength, physical performance and patient-reported outcomes, is a key determinant of clinical outcomes across the life course and a wide range of disease states. Despite growing recognition of its importance, muscle health remains insufficiently …

Background: The Health-Enhancing Physical Activity (HEPA) Europe network was established in 2005 to promote physical activity (PA) related research, policy, and practice across the World Health Organization (WHO) European Region. It was founded on early recognition of the essential role of regular PA …

The demand for assistive technology is expected to rise alongside the increasing care needs of aging populations. Ambient intelligence, particularly context awareness, offers potential benefits in addressing challenges faced by the healthcare system. In dementia care, context awareness can facilitate …

Reinforcement learning offers a promising approach for personalized, early-stage detection of behavioral events such as agitation in individuals with dementia, particularly when contextual insights from care staff are integrated. Given the scarcity and the ethical constraints of real-world agitation …

Within Human Activity Recognition (HAR), there is an insurmountable gap between the range of activities performed in life and those that can be captured in an annotated sensor dataset used in training. Failure to properly handle unseen activities seriously undermines any HAR classifier's reliability. …

How lecturers in higher education handle, or curate, educational resources during course design, has become increasingly important with the growing amount of digitally available educational materials. Despite the recognition of curation in educational literature and the development of two conceptual …

INTRODUCTION: Standardized training in lung ultrasound is lacking. Given time constraints and challenges in accessing training, there is a need for condensed, focused training programs. This study aims to assess the effect of a targeted, condensed two hour training session on the competency of intensive …

Medisol is a major European company that sells Automated External Defibrillators (AEDs). The company is aiming to grow its business in Spain by increasing direct sales to private customers (B2C). Although awareness of AEDs is rising in Spain and the legal framework supports their use, actual purchases …