Health recommender systems to facilitate collaborative decision-making in chronic disease management: A scoping review.

Objective: Health recommender systems (HRSs) are increasingly used to complement existing clinical decision-making processes, but their use for chronic diseases remains underexplored. Recognizing the importance of collaborative decision making (CDM) and patient engagement in chronic disease treatment, this review explored how HRSs support patients in managing their illness.

Methods: A scoping review was conducted using the framework proposed by Arksey and O'Malley, advanced by Levac et al.

Statistical Testing of Random Number Generators and Their Improvement Using Randomness Extraction.

Random number generators (RNGs) are notoriously challenging to build and test, especially for cryptographic applications. While statistical tests cannot definitively guarantee an RNG's output quality, they are a powerful verification tool and the only universally applicable testing method. In this work, we design, implement, and present various post-processing methods, using randomness extractors, to improve the RNG output quality and compare them through statistical testing.

Women's perspectives to improve prenatal care for gestational diabetes: A systematic review and meta-aggregation of qualitative studies.

Introduction: In numerous qualitative primary studies, women have identified opportunities to improve prenatal gestational diabetes care. The objective of our systematic review and meta-aggregation was to synthesize patient-guided suggestions for improving prenatal gestational diabetes care that are informed by lived experience of women and their support persons.

Material And Methods: This study was registered a priori on PROSPERO (CRD42023394014).

Evaluating renal disease in pediatric-onset anti-neutrophil cytoplasmic antibody-associated vasculitis: disease course, outcomes, and predictors of outcome.

Objectives: We aimed to study the disease course, outcomes, and predictors of outcome in pediatric-onset anti-neutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV) affecting the kidneys.

Methods: Patients eligible for this study had a diagnosis of granulomatosis with polyangiitis (GPA), microscopic polyangiitis (MPA), or ANCA positive pauci-immune glomerulonephritis, were ≤ 18 years at diagnosis, had renal disease defined by biopsy or dialysis dependence, and had clinical data at diagnosis and either 12- or 24-months. Ambispective data from the ARChiVE/PedVas Registry was used.