This chapter discusses how to build production-ready machine learning systems. There are several challenges involved in accomplishing this, each with its specific solutions regarding practices and tool support. The chapter presents those solutions and introduces MLOps (machine learning operations, also …

Dutch universities of applied sciences (UASs) had been teaching-only institutes since their legal origin in 1960. The development of higher education (HE) in Europe in the past twenty years requires UASs to embody and become hybrid organ-isations where education and research are integrated. Ever-changing, …

The aim of this thesis is to identify and implement the best personalized recommendation system that will increase the engagement of Fitenium users. Based on the research, it was determined that the best personalized recommendation system for this use case is Amazon Personalize. Amazon Personalize …

Background: The integrated uptake of patient-reported experience measures, using outcomes for the micro, meso and macro level, calls for a successful implementation process which depends on how stakeholders are involved in this process. Currently, the impact of stakeholders on strategies to improve …

The complexity of regulations governing investigator-initiated trials (IITs) places a great burden on hospitals. Consequently, many hospitals seek to alleviate regulatory pressures by seeking an alternative quality management system (QMS). This paper takes the Netherlands as a case. To investigate how QMSs …

Background: To use advanced medical technologies (AMTs) correctly and safely requires both specialist knowledgeand skills, and an awareness of risks and how those can be minimized. Reporting safety concerns aboutAMTs in home care can contribute to an improved quality of care. The extent to which a health …

Background To use advanced medical technologies (AMTs) correctly and safely requires both specialist knowledge and skills, and an awareness of risks and how those can be minimized. Reporting safety concerns about AMTs in home care can contribute to an improved quality of care. The extent to which a health …

Er werd opdracht gegeven om vanuit de minor meertaligheid in internationaal perspectief in overleg te gaan met een basisschool om een praktijkprobleem te zoeken voor een literatuuronderzoek. Al snel bleek dat er op de ... in ... geen Friese methode was, vanwege de fusie van een jaar daarvoor. In overleg …

Abstract for World Physiotherapy Congress 2021Title Ethical Considerations of Using Machine Learning for Decision Support in Occupational Physical Therapy: a narrative literature study and ethical deliberation. Authors Marianne W. M. C. Six Dijkstra1,4,7 · Egbert Siebrand2 · Steven Dorrestijn2 · Etto …

This study investigates subject teachers’ practical knowledge and teaching behaviour regarding integrated language teaching in the context of vocational education. The emphasis was on the nature of teachers’ subject-specific language awareness and how they enact this awareness in their teaching practice. …