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 …

Radiotherapy departments face increasing pressure due to rising patient volumes, workforce shortages, and complex multidisciplinary workflows. Although Hospital Information Systems (HIS) capture time‑stamped workflow data, these data are rarely transformed into actionable insights that support continuous …

Abstract from EHRCON25-openEHR International Conference 2025. The increasing demand for structured high-quality clinical data for AI and decision support systems highlights the shortcomings of current healthcare data infrastructure, particularly its misalignment with FAIR [1] data principles (Findable, …

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 …

Samenvatting Behandelbeslissingen voor oudere oncologie patiënten zijn vaak complex. Dit komt door de grote variatie in achtergrond, comorbiditeiten, functionele capaciteiten en de impact van kankerbehandelingen op zowel de levenskwaliteit als de levensverwachting. In deze context is samen beslissen, …

The widespread adoption of generative agents (GAs) is reshaping the healthcare landscape. Nonetheless, broad utilization is impeded by restricted access to high-quality, interoperable clinical documentation from electronic health records (EHRs) due to persistent legal, ethical, and technical barriers. …

Complex eHealth interventions—featuring multiple components within dynamic systems—are used for healthcare improvement. Public–private partnerships (PPPs), combining resources, expertise, and technology, are crucial in this context. Yet, integrating these interventions into practice remains challenging. …

Background Neonatal hyperbilirubinemia is a leading cause of hospitalization during the first week of life. Recent research suggest that phototherapy, the standard treatment, can be safely and effectively administered at home. Some Dutch hospitals have already adopted home-based phototherapy. The TREAT …

Background: As our global population ages, malnutrition and sarcopenia are increasingly prevalent. Given the multifactorial nature of these conditions, effective management of (risk of) malnutrition and sarcopenia necessitates interprofessional collaboration (IPC). This study aimed to understand primary …

Background: As our global population ages, malnutrition and sarcopenia are increasingly prevalent. Given the multifactorial nature of these conditions, effective management of (risk of) malnutrition and sarcopenia necessitates interprofessional collaboration (IPC). This study aimed to understand primary …