The impact of closed-loop automated insulin delivery systems on hypoglycaemia awareness in people living with type 1 diabetes: A systematic review and meta-analysis.

Objectives: Impaired awareness of hyperglycaemia (IAH) affects approximately 20-40% of people living with type 1 diabetes (T1D), predisposing them to severe hypoglycaemia. This systematic review evaluated the efficacy of closed-loop automated insulin delivery systems (CL-AID) in restoring IAH compared with standard diabetes care, including other diabetes technologies.

Methods: Six electronic databases were searched for published and unpublished observational and randomised-control studies (RCTs) from inception to 29th of May 2024.

Scoping review of the effectiveness of 10 high-impact initiatives (HIIs) for recovering urgent and emergency care services.

Introduction: Prolonged ambulance response times and unacceptable emergency department (ED) wait times are significant challenges in urgent and emergency care systems associated with patient harm. This scoping review aimed to evaluate the evidence base for 10 urgent and emergency care high-impact initiatives identified by the National Health Service (NHS) England.

Methods: A two-stage approach was employed.

How adversarial attacks can disrupt seemingly stable accurate classifiers.

Adversarial attacks dramatically change the output of an otherwise accurate learning system using a seemingly inconsequential modification to a piece of input data. Paradoxically, empirical evidence indicates that even systems which are robust to large random perturbations of the input data remain susceptible to small, easily constructed, adversarial perturbations of their inputs. Here, we show that this may be seen as a fundamental feature of classifiers working with high dimensional input data.

Bisphosphonate alternative regimens for the prevention of osteoporotic fragility fractures: BLAST-OFF, a mixed-methods study.

Background: Bisphosphonates are a class of medication commonly used to treat osteoporosis. Alendronate is recommended as the first-line treatment; however, long-term adherence (both treatment compliance and persistence) is poor. Alternative bisphosphonates are available, which can be given intravenously and have been shown to improve long-term adherence.

The effectiveness of cognitive behavioural therapy for depression in women with breast cancer: a systematic review and meta-analysis.

Background: Depression is a common co-morbidity in women with breast cancer. Previous systematic reviews investigating cognitive behavioural therapy (CBT) for depression in this population based their conclusions on findings from studies with varying and often limited specificity, quality and/or quantity of CBT within their interventions.

Aim: To determine the effectiveness of a specific, well-evidenced CBT protocol for depression in women with breast cancer.