NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Hypocaloric Enteral Nutrition in Mechanically Ventilated Patients.

Achieving adequate enteral nutrition among mechanically ventilated patients is challenging, yet critical. We developed NutriSighT, a transformer model using learnable positional coding to predict which patients would achieve hypocaloric nutrition between days 3-7 of mechanical ventilation. Using retrospective data from two large ICU databases (3,284 patients from AmsterdamUMCdb - development set, and 6,456 from MIMIC-IV - external validation set), we included adult patients intubated for at least 72 hours.

Early childhood vaccination coverage and patterns by rural-urban commuting area.

Introduction: National surveillance efforts have reported rural-urban disparities in childhood vaccination coverage by metropolitan statistical area designations, measured at the county level. This study's objective was to quantify vaccination trends using more discrete measures of coverage and rurality than prior work.

Methods: Serial, cross-sectional analyses of National Immunization Survey-Child restricted-use data collected in 2015-2021 for US children born 2014-2018 were conducted.

A pilot and feasibility study investigating the abundance and activity of nitrate-reducing bacteria in women with pre-eclampsia.

Background: Oral health may influence blood pressure control by modulating the abundance and activity of nitrate-reducing bacteria, which are essential for enhancing nitrite and nitric oxide (NO) bioavailability. This study aimed to investigate the oral health and microbiome composition of women with pre-eclampsia (PET) compared to healthy controls (CN).

Methods: Ten PET and eleven CN women participated in this study, respectively.

Effect of Hypoglycemia on QT Interval in Individuals with and without Type 2 Diabetes: A Randomized Crossover Trial.

Background: Our goal was to determine in healthy individuals and individuals with type 2 diabetes the impact of repeated episodes of hypoglycemia on the corrected QT (QTc) interval and the time course for QTc recovery. Further, since hypoglycemia increases aldosterone and patients with primary aldosteronism have prolonged QTc, we also determined whether mineralocorticoid receptor blockade prevents hypoglycemia-induced QTc alterations.

Methods: Twenty-seven healthy participants completed a double-blinded crossover trial contrasting 3 experimental conditions: 1) euglycemia, 2) hypoglycemia, and 3) hypoglycemia with mineralocorticoid receptor blockade pretreatment.

The utility of the Living Planet Index as a policy tool and for measuring nature recovery.

The Living Planet Index (LPI) is a leading global biodiversity indicator based on vertebrate population time series. Since it was first developed over 25 years ago, the LPI has been widely used to indicate trends in biodiversity globally, primarily reported every two years in the Living Planet Report. Based on relative abundance, a sensitive metric of biodiversity change, the LPI has also been applied as a tool for informing policy and used in assessments for several multilateral conventions and agreements, including the Convention on Biological Diversity 2010 Biodiversity Target and Aichi targets.