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. …

Background The increasing demands of an aging population, healthcare workforce shortages, financial constraints, and a shift in care perspectives call for rethinking geriatric rehabilitation (GR). To ensure GR remains sustainable, a transition towards home-based GR is proposed, reducing the need for …

Circular, biobased, and modular construction practices are gaining traction as cities seek to reduce the environmental impact of the built environment. However, little is known about how these strategies affect construction logistics and their associated emissions. We develop an agent-based model to …

This study systematically evaluates greenhouse gas (GHG) emissions reporting practices of European airline groups, covering both mandatory and voluntary key performance indicators (KPIs) under evolving regulatory frameworks. By analysing annual and sustainability reports from 16 major airline groups, …

BACKGROUND: The long-term consequences after an intensive care unit (ICU) hospitalization can be significant for both ICU survivors and their family members. Research in the past decades has shown that patients may develop new onset or worsened impairments in the physical, mental and cognitive domain …

BACKGROUND: In geriatric oncology, family members frequently accompany patients during medical consultations, providing emotional and practical support while participating in shared decision-making (SDM). Family involvement in SDM can facilitate the decision-making process but also pose challenges for …

The healthcare sector ranks among the largest consumers of single-use plastics, generating substantial amounts of waste, an issue strikingly captured in Maria Koijck's breast surgery photography. To reduce the environmental impact, biobased and biodegradable polymers are promising alternatives to conventional …

Background: As populations age, maintaining physical activity (PA) is essential to reduce chronic disease risk and preserve functional independence in older adults. Technology-supported interventions, such as wearables, mobile applications, and web-based platforms, have emerged as effective tools to …

BACKGROUND: Prevention programs can encourage parents to take safety measures to prevent burn injury in children under 5 years of age. The PRECEDE-PROCEED model of Green and Kreuter is a frequently used tool for stepwise development of effective prevention programs. In a previous study the first 2 phases …

Aim This study aims to identify key determinants and strategies for effectively implementing a reflection method to support adequate use of the ‘Informal Care’ guideline within community nursing. The SPARK (Self & Peer Assessment to Reflect on Quality Standards) reflection study, is a structured group …