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All Outputs (251)

Evaluating the effectiveness and acceptability of two positive body image media micro-interventions among children aged 4–6 years old – a study protocol (2024)
Journal Article

Background: Children’s online media perpetuates appearance idealised images and can negatively impact the way children feel about their own and other people’s bodies (e.g., weight bias) at a young age. The development and evaluation of body image int... Read More about Evaluating the effectiveness and acceptability of two positive body image media micro-interventions among children aged 4–6 years old – a study protocol.

Understanding the emergency medical service response to patients who are at imminent risk of out-of-hospital cardiac arrest (2024)
Journal Article

Study Aim: To understand the survival and emergency medical service call triage and response to patients who suffer an out-of-hospital cardiac arrest after the emergency medical service call is connected.
Methods: A descriptive retrospective data a... Read More about Understanding the emergency medical service response to patients who are at imminent risk of out-of-hospital cardiac arrest.

Re-routing game: The inadequacy of mean-field approach in modeling the herd behavior in path switching (2024)
Journal Article

Coordination of vehicle routes is a feasible way to ease traffic congestion issues amid a fixed road infrastructure. Nevertheless, even when optimal route configurations are provided to individual drivers, it is hard to achieve due to the fact that g... Read More about Re-routing game: The inadequacy of mean-field approach in modeling the herd behavior in path switching.

Privacy-enhanced sentiment analysis in mental health: Federated learning with data obfuscation and bidirectional encoder representations from transformers (2024)
Journal Article

This research aims to find an optimal balance between privacy and performance in forecasting mental health sentiment. This paper investigates federated learning (FL) augmented with a novel data obfuscation (DO) technique, where synthetic data is used... Read More about Privacy-enhanced sentiment analysis in mental health: Federated learning with data obfuscation and bidirectional encoder representations from transformers.

Does intermittent nutrition enterally normalise hormonal and metabolic responses to feeding in critically ill adults? A protocol for the dine-normal proof-of-concept randomised parallel group study (2024)
Journal Article

Introduction
Over half of patients who spend >48 hours in the intensive care unit (ICU) are fed via a nasogastric (NG) tube. Current guidance recommends continuous delivery of feed throughout the day and night. Emerging evidence from healthy human s... Read More about Does intermittent nutrition enterally normalise hormonal and metabolic responses to feeding in critically ill adults? A protocol for the dine-normal proof-of-concept randomised parallel group study.

Neurons as autoencoders (2024)
Journal Article

This letter presents the idea that neural backpropagation is exploiting dendritic processing to enable individual neurons to perform autoencoding. Using a very simple connection weight search heuristic and artificial neural network model, the effects... Read More about Neurons as autoencoders.