In de gezondheidszorg zijn datasets van klinische onderzoeken vaak hoogdimensionaal en hebben ze een kleine steekproefomvang, wat het risico op overfitting vergroot. Bovendien richt onderzoek in deze context zich doorgaans niet alleen op de nauwkeurigheid van de resulterende modellen, maar ook op de …

Technieken op het gebied van machine learning (ML) worden op grote schaal toegepast in de gezondheidszorg, variërend van precisiegeneeskunde tot de mogelijkheid van preventieve zorg. Een algemeen probleem bij klinische studies is de combinatie van hoge dimensionaliteit en kleine steekproefomvang, wat …

Purpose: Emotional exhaustion is a core component of burnout and impacts return-to-work trajectories following sick leave due to burnout or stress. Previous research identified links between emotional exhaustion and sleep, physical activity, mobility, and smartphone usage, yet little is known about how …

BACKGROUND AND PURPOSE: Aphasia can profoundly affect an individual's identity. Yet studying identity in people with aphasia presents methodological challenges, as language, our primary medium for self-expression, is disrupted. This study explored how people with aphasia experience and reshape identity …

This chapter examines how Australian businesses operating in Singapore navigate digital transformation within the context of international operations. As digital technologies reshape the global business landscape, companies are increasingly leveraging tools such as cloud computing, artificial intelligence, …

Context: Rapid developments and adoption of machine learning-based software solutions have enabled novel ways to tackle our societal problems. The ongoing digital transformation has led to the incorporation of these software solutions in just about every application domain. Software architecture for …

For designers, materials and production processes are crucial to the creation and quality of products like tablecloth and clay jars. Nowadays, utilitarian objects are mass- produced, far away. This contributes to environmental degradation, ecological imbalance and a loss of crafts and knowledge. To understand …

Muzikanten die muziekactiviteiten voor asielzoekers in Nederland willen organiseren, worden vaak geconfronteerd met aanzienlijke praktische en organisatorische belemmeringen, die het opzetten en uitvoeren van dergelijke projecten frustrerend, tijdrovend en demotiverend kunnen maken. In februari en maart …

BACKGROUND: Sarcopenic obesity (SO) is a clinical condition defined by the coexistence of high body fat mass and low muscle function and mass, which increases the risk of adverse health outcomes, including disability and mortality. Early detection and frequent monitoring of SO are essential for preventive …

Background&aims Obesity and sarcopenia are major health concerns, particularly among older populations. Dietary protein may help preserve muscle mass and function, but high-protein diets, especially from animal sources, may also increase adipose mass. We investigated associations of total, animal, and …