Case-Base Neural Network: Survival analysis with time-varying, higher-order interactions.

In the context of survival analysis, data-driven neural network-based methods have been developed to model complex covariate effects. While these methods may provide better predictive performance than regression-based approaches, not all can model time-varying interactions and complex baseline hazards. To address this, we propose Case-Base Neural Networks (CBNNs) as a new approach that combines the case-base sampling framework with flexible neural network architectures.

The impact of an interactive online informational and peer support application (app) for patients with low anterior resection syndrome (LARS) on quality of life: a multicenter randomized controlled trial.

Introduction: Low Anterior Resection Syndrome (LARS) describes bowel dysfunction post-restorative proctectomy (RP) and is associated with poor quality of life (QoL). The aim of this study was to assess the impact of an interactive online informational and peer support App on participants' QoL (primary outcome), LARS, and emotional distress (secondary outcomes).

Methods: A multicentre, randomized, parallel-group trial was conducted across five Canadian colorectal surgery practices.

The evolution and key components of onco-anaesthesia: a narrative review.

Introduction: Onco-anaesthesia is a specialised branch of anaesthesia dedicated to enhancing outcomes, prioritising patient safety and improving the overall care of patients with cancer during surgery. We outline the global epidemiology of cancer, emphasising the necessity for this subspecialty, and discuss the criteria supporting its establishment.

Methods: We performed searches of electronic databases to identify relevant peer-reviewed publications.

Longitudinal monitoring of sewershed resistomes in socioeconomically diverse urban neighborhoods.

Background: Understanding factors associated with antimicrobial resistance (AMR) distribution across populations is a necessary step in planning mitigation measures. While associations between AMR and socioeconomic-status (SES), including employment and education have been increasingly recognized in low- and middle-income settings, connections are less clear in high-income countries where SES remains an important influence on other health outcomes.

Methods: We explored the relationship between SES and AMR in Calgary, Canada using spatially-resolved wastewater-based surveillance of resistomes detected by metagenomics across eight socio-economically diverse urban neighborhoods.

Placental Proteomics Reveals an Elevated Level of Aldo-Keto Reductase 1-B1, Highlighting Its Potential Role in Spontaneous Preterm Birth.

Preterm birth (PTB) refers to the delivery of a baby before the completion of 37 weeks of gestation. It is a significant global health issue with implications for both mothers and neonates. The placenta is a transient organ crucial in the sustenance of pregnancy until parturition; its dysfunction is associated with different adverse pregnancy outcomes, including PTB.