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Despite the large body of research on missing value distributions and imputation, there is comparatively little literature with a focus on how to make it easy to handle, explore, and impute missing values in data. This paper addresses this gap. The new methodology builds upon tidy data principles, with the goal of integrating missing value handling as a key part of data analysis workflows.
Probiotics are viable organisms that confer beneficial effects against a range of health disorders through interaction with the gastrointestinal tract. Prebiotics, on the other hand are ingredients necessary for probiotics to grow and carry out their function. The incorporation of prebiotics and probiotics in food products has led to the creation of functional foods which has had a direct beneficial effect on health.
Despite substantial declines since 2000, lower respiratory infections (LRIs), diarrhoeal diseases, and malaria remain among the leading causes of nonfatal and fatal disease burden for children under 5 years of age (under 5), primarily in sub-Saharan Africa.
Patients with a propensity for upper airway obstruction, including those with obstructive sleep apnea (OSA), are vulnerable in the perioperative period. OSA is an increasingly common disorder in children and, when present, is associated with an increased risk of perioperative respiratory adverse events (PRAE),1 morbidity, and mortality. Therefore, identifying at-risk patients is vital to provide tailored perioperative anesthetic management.
An effective disease surveillance system is critical for early detection and response to disease epidemics. This study aimed to assess the capacity to manage and utilize disease surveillance data and implement an intervention to improve data analysis and use at the district level in Tanzania.
The relationship between diabetic ketoacidosis (DKA) at diagnosis of type 1 diabetes and long-term glycemic control varies between studies. We aimed, firstly, to characterize the association of DKA and its severity with long-term HbA1c in a large contemporary cohort, and secondly, to identify other independent determinants of long-term HbA1c.
Within the vast majority of qualitative health research involving Indigenous populations, Indigenous people have been marginalised from research conceptualisation and conduct. This reflects a lack of regard for Indigenous ways of knowing, being, and doing, has served to perpetuate deficit narratives of Indigenous peoples’ health and wellbeing, and contributes to failure in addressing inequities as a result of ongoing colonisation and institutionalised oppression and racism.
Tim Jones MBBS DCH FRACP MD Co-head, Diabetes and Obesity Research Co-head, Diabetes and Obesity Research Areas of research expertise: Diabetes
Pneumococcal disease (PD) remains a major health concern with considerable morbidity and mortality in children. Currently licensed pneumococcal conjugate vaccines (PCVs) confer protection against PD caused by most vaccine serotypes, but non-vaccine serotypes contribute to residual disease. V114 is a 15-valent PCV containing all 13 serotypes in Prevnar 13™ (PCV13) and additional serotypes 22F and 33F. This pivotal phase 3 study compared safety and immunogenicity of V114 and PCV13.
Esophageal cancer is a highly aggressive malignancy with a low response to standard anti-cancer therapies. There is an unmet need to develop new therapeutic strategies to improve the clinical outcomes of current treatments. Cold atmospheric plasma (CAP) is a promising approach for cancer treatment, and has displayed anticancer efficacy in multiple preclinical models. Recent studies have shown that the efficacy of CAP is positively correlated with intracellular reactive oxygen species (ROS) levels.