Machine learning for predicting post-operative outcomes in meningiomas: a systematic review and meta-analysis.

Purpose: Meningiomas are the most common primary brain tumour and account for over one-third of cases. Traditionally, estimations of morbidity and mortality following surgical resection have depended on subjective assessments of various factors, including tumour volume, location, WHO grade, extent of resection (Simpson grade) and pre-existing co-morbidities, an approach fraught with subjective variability. This systematic review and meta-analysis seeks to evaluate the efficacy with which machine learning (ML) algorithms predict post-operative outcomes in meningioma patients.

Effect of a home-based exercise program on subsequent falls among community-dwelling older adults with cognitive frailty: A sub-group analysis of a randomized controlled trial.

Objectives: Cognitive frailty is characterized by concurrent physical frailty and mild cognitive impairment and is associated with increased risk of falls. Exercise is an evidence-based strategy to prevent falls, but whether exercise reduces falls in people with cognitive frailty is unknown. We examined the effects of home-based exercise on subsequent falls among community-dwelling older adults with cognitive frailty who have previously fallen.

Prenatal choline supplementation enhances metabolic outcomes with differential impact on DNA methylation in Wistar rat offspring and dams.

Choline is an essential nutrient required for proper functioning of organs and serves as a methyl donor. In liver where choline metabolism primarily occurs, glucose homeostasis is regulated through insulin receptor substrates (IRS) 1 and 2. The objective of this research was to determine the role of prenatal choline as a modulator of metabolic health and DNA methylation in liver of offspring and dams.

Daytime versus out-of-hours surgery for Chronic Subdural Hematoma.

Chronic Subdural Hematoma (CSDH) is one of the most common neurosurgical pathologies. Due to an elderly demographic with increasing co-morbidities, surgery is often deferred out of hours. This may reduce complication risk, but increases length of stay and may compromise patient care due to delayed surgery.