Outputs (76)

Evolving multi-valued regulatory networks on tuneable fitness landscapes (2023)
Journal Article
Bull, L. (2023). Evolving multi-valued regulatory networks on tuneable fitness landscapes. Complex Systems -Champaign-, 32(3), 289-307. https://doi.org/10.25088/ComplexSystems.32.3.289

Random Boolean networks have been used widely to explore aspects of gene regulatory networks. As the name implies, traditionally the model has used a binary representation scheme. This paper uses a modified form of the model to systematically explore... Read More about Evolving multi-valued regulatory networks on tuneable fitness landscapes.

Reproducing "Show, attend and tell: Neural image caption generation with visual attention" (2023)
Journal Article
Liu, H., & Brailsford, T. (2023). Reproducing "Show, attend and tell: Neural image caption generation with visual attention". Journal of Physics: Conference Series, 2589(1), Article 012012. https://doi.org/10.1088/1742-6596/2589/1/012012

This paper replicates the experiment presented in the work of Xu et al. [1], and examines errors in the generated captions. The analysis of the identified errors aims to provide deeper insight into the underlying causes. This study also encompass... Read More about Reproducing "Show, attend and tell: Neural image caption generation with visual attention".

The co-creation, initial piloting, and protocol for a cluster randomised controlled trial of a coach-led positive body image intervention for girls in sport (2023)
Journal Article
Matheson, E. L., Schneider, J., Tinoco, A., Gentili, C., Silva-Breen, H., LaVoi, N. M., …Diedrichs, P. C. (2023). The co-creation, initial piloting, and protocol for a cluster randomised controlled trial of a coach-led positive body image intervention for girls in sport. BMC Public Health, 23(1), Article 1467. https://doi.org/10.1186/s12889-023-16360-w

Background: Globally, girls disengage from sports at an earlier age and higher rate than boys. This is, in part, due to the unique body image challenges that girls face, relative to their male peers. Existing intervention efforts that aim to reduce g... Read More about The co-creation, initial piloting, and protocol for a cluster randomised controlled trial of a coach-led positive body image intervention for girls in sport.

The OdonAssist inflatable device for assisted vaginal birth—the ASSIST II study (United Kingdom) (2023)
Journal Article
Hotton, E. J., Hotton, E. J., Bale, N., Rose, C., White, P., Wade, J., …Reading, I. (2024). The OdonAssist inflatable device for assisted vaginal birth—the ASSIST II study (United Kingdom). American Journal of Obstetrics and Gynecology, 230(3), https://doi.org/10.1016/j.ajog.2023.05.018

Background: Decreasing rates of assisted vaginal birth have been paralleled with increasing rates of cesarean deliveries over the last 40 years. The OdonAssist is a novel device for assisted vaginal birth. Iterative changes to clinical parameters, de... Read More about The OdonAssist inflatable device for assisted vaginal birth—the ASSIST II study (United Kingdom).

Federated learning: Data privacy and cyber security in edge-based machine learning (2023)
Book Chapter
White, J., & Legg, P. (2023). Federated learning: Data privacy and cyber security in edge-based machine learning. In C. Hewage, Y. Rahulamathavan, & D. Ratnayake (Eds.), Data Protection in a Post-Pandemic Society (DPPPS) – Best Practices, Laws, Regulations, and Recent Solutions. Springer. https://doi.org/10.1007/978-3-031-34006-2

Machine learning is now a key component of many applications for understanding trends and characteristics within the wealth of data that may be processed, whether this be learning about customer preferences and travel preferences, forecasting future... Read More about Federated learning: Data privacy and cyber security in edge-based machine learning.

A prospective comparison of invasive and non‐invasive blood pressure in children undergoing cardiac catheterization (2023)
Journal Article
Beringer, R., Keith, A., Jones, E., Murphy, T., & White, P. (in press). A prospective comparison of invasive and non‐invasive blood pressure in children undergoing cardiac catheterization. Pediatric Anesthesia, 33(10), 816-822. https://doi.org/10.1111/pan.14723

Background: Blood pressure measurement is a standard of monitoring during general anesthesia. Invasive measurement is considered the gold standard but is less commonly used than non-invasive. Automated oscillometric blood pressure devices measure the... Read More about A prospective comparison of invasive and non‐invasive blood pressure in children undergoing cardiac catheterization.

Classical structural identifiability methodology applied to low-dimensional dynamic systems in receptor theory (2023)
Journal Article
White, C., Rottschäfer, V., & Bridge, L. (2024). Classical structural identifiability methodology applied to low-dimensional dynamic systems in receptor theory. Journal of Pharmacokinetics and Pharmacodynamics, 51, 39–63. https://doi.org/10.1007/s10928-023-09870-y

Mathematical modelling has become a key tool in pharmacological analysis, towards understanding dynamics of cell signalling and quantifying ligand-receptor interactions. Ordinary differential equation (ODE) models in receptor theory may be used to pa... Read More about Classical structural identifiability methodology applied to low-dimensional dynamic systems in receptor theory.

A cost optimisation model for maintenance planning in offshore wind farms with wind speed dependent failure rates (2023)
Journal Article
Li, X., Song, X., & Ouelhadj, D. (2023). A cost optimisation model for maintenance planning in offshore wind farms with wind speed dependent failure rates. Mathematics, 11(13), Article 2809. https://doi.org/10.3390/math11132809

This paper presents an optimisation model for cost optimisation of maintenance at an offshore wind farm (OWF). The model is created for OWF project developers to optimise strategic resources to meet their maintenance demand. The model takes into acco... Read More about A cost optimisation model for maintenance planning in offshore wind farms with wind speed dependent failure rates.

Association between the timing of childhood adversity and epigenetic patterns across childhood and adolescence: findings from the Avon Longitudinal Study of Parents and Children (ALSPAC) prospective cohort (2023)
Journal Article
Lussier, A. A., Zhu, Y., Smith, B. J., Cerutti, J., Fisher, J., Melton, P., …Dunn, E. C. (2023). Association between the timing of childhood adversity and epigenetic patterns across childhood and adolescence: findings from the Avon Longitudinal Study of Parents and Children (ALSPAC) prospective cohort. Lancet Child and Adolescent Health, 7(8), 532-543. https://doi.org/10.1016/S2352-4642%2823%2900127-X

Background: Childhood adversity is a potent determinant of health across development and is associated with altered DNA methylation signatures, which might be more common in children exposed during sensitive periods in development. However, it remain... Read More about Association between the timing of childhood adversity and epigenetic patterns across childhood and adolescence: findings from the Avon Longitudinal Study of Parents and Children (ALSPAC) prospective cohort.

Early intravenous beta-blockade with esmolol in adults with severe traumatic brain injury (EBB-TBI): Protocol for a phase 2a intervention design study (2023)
Journal Article
Thomas, M., Hayes, K., White, P., Ramesh, A., Culliford, L., Ackland, G., & Pickering, A. (2024). Early intravenous beta-blockade with esmolol in adults with severe traumatic brain injury (EBB-TBI): Protocol for a phase 2a intervention design study. Neurocritical Care, 40, 795–806. https://doi.org/10.1007/s12028-023-01755-9

Traumatic brain injury is a leading cause of death and disability worldwide. Interventions that mitigate secondary brain injury have the potential to improve outcomes for patients and reduce the impact on communities and society. Increased circulatin... Read More about Early intravenous beta-blockade with esmolol in adults with severe traumatic brain injury (EBB-TBI): Protocol for a phase 2a intervention design study.