Data Science

An Immune-Inspired Technique to Identify Heavy Goods Vehicles Incident Hot Spots

Authors G. P. Figueredo, I. Triguero, M. Mesgarpour, A. M. Guerra, J. M. Garibaldi and R.…
Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Authors Weng SF, Reps J, Kai J, Garibaldi JM, Qureshi N. Abstract Background: Current approaches to predict…
Helix 1.0: An Open-Source Framework for Reproducible and Interpretable Machine Learning on Tabular Scientific Data

Authors Eduardo Aguilar-Bejarano, Daniel Lea, Karthikeyan Sivakumar, Jimiama M. Mase, Reza Omidvar, Ruizhe Li, Troy Kettle, James Mitchell-White, Morgan R Alexander, David A Winkler, Grazziela Figueredo…
Novel in vitro diagnosis of equine allergies using a protein array and mathematical modelling approach: a proof of concept using insect bite hypersensitivity.

Authors Marti, E., Wang, X., Jambari, N.N., Rhyner, C., Olzhausen, J., Pérez-Barea, J.J., Figueredo, G.P. and…
Markers of progression in early-stage invasive breast cancer: a predictive immunohistochemical panel algorithm for distant recurrence risk stratification.

Authors Aleskandarany, M.A., Soria, D., Green, A.R., Nolan, C., Diez-Rodriguez, M., Ellis, I.O. and Rakha, E.A.…
Juxtaposition of system dynamics and agent-based simulation for a case study in immunosenescence.

Authors Figueredo, G.P., Siebers, P.O., Aickelin, U., Whitbrook, A. and Garibaldi, J.M. Abstract Advances in healthcare…
Automatic detection of protected health information from clinic narratives

Authors Yang, H. and Garibaldi, J. M. Abstract This paper presents a natural language processing (NLP)…
Adaptive data communication interface: a user-centric visual data interpretation framework.

Authors Figueredo, G.P., Wagner, C., Garibaldi, J.M. and Aickelin, U. Abstract In this position paper, we…
A hybrid model for automatic identification of risk factors for heart disease

Authors Yang, H. and Garibaldi, J. M. Abstract Coronary artery disease (CAD) is the leading cause…
A predictive model for canine dilated cardiomyopathy—a meta-analysis of Doberman Pinscher data.

Authors Simpson, S., Edwards, J., Emes, R.D., Cobb, M.A., Mongan, N.P. and Rutland, C.S. Abstract Dilated…