Philippa Grace McCabe
School of Computer Science and Mathematics
PhD Researcher in the Department of Applied Mathematics looking at Osteoarthritis and machine learning as part of the OActive Project.
Part of the Machine Learning Research Group.
Lead Supervisor is Paulo Lisboa.
Degrees
2022, Liverpool John Moores University, United Kingdom, PhD
2018, Liverpool John Moores University, United Kingdom, Data Science MSc
2017, Liverpool John Moores University, United Kingdom, Mathematics BSc
Academic appointments
Teaching Support Officer, Liverpool John Moores University, 2020 - present
Highlighted publications
McCabe PG, Lisboa P, Baltzopoulos V, Olier I. 2022. Externally validated models for first diagnosis and risk of progression of knee osteoarthritis. PloS one, 17 DOI Author Url Publisher Url Public Url
Dataset
McCloskey A, Lunn A, Traynor M, Lim E, Tse Y, McCabe P, Mistry R, Vasey N, Pickering A, Rathbone A. 2023. KidzMed E-learning to upskill student pharmacists to teach pill swallowing to children questionnaire data DOI Public Url
Journal article
McCloskey AP, Lunn A, Traynor MJ, Lim EJ, Tse Y, McCabe PG, Mistry RD, Vasey N, Pickering A, Rathbone AP. 2023. KidzMed e-learning to upskill student pharmacists to teach pill swallowing to children. PloS one, 18 :e0282070 DOI Author Url Publisher Url
McCabe PG, Lisboa P, Baltzopoulos V, Olier I. 2022. Externally validated models for first diagnosis and risk of progression of knee osteoarthritis. PloS one, 17 DOI Author Url Publisher Url Public Url
Jarman I, Ashworth E, McCabe P, McCarthy M, Provazza S, crosbie V, Quigg Z, Saini P. Suicidal Crisis among Children and Young People: Associations with Adverse Childhood Experiences and Socio-Demographic Factors International Journal of Environmental Research and Public Health, DOI Author Url Publisher Url Public Url
Thesis/Dissertation
McCabe P. 2022. Diagnostic and Predictive Modelling in Osteoarthritis using Statistical and Machine Learning Tools Lisboa P, Olier-Caparroso I, Baltzopoulos V. Public Url
Chapters
McCabe PG, Olier I, Ortega-Martorell S, Jarman I, Baltzopoulos V, Lisboa P. 2019. Comparative Analysis for Computer-Based Decision Support: Case Study of Knee Osteoarthritis Yin H, Camacho D, Tino P, TallonBallesteros AJ, Menezes R, Allmendinger R. 11872 :114-122 SPRINGER INTERNATIONAL PUBLISHING AG 978-3-030-33616-5 DOI Author Url Publisher Url
Conference publication
McCabe P, Ortega Martorell S, Olier-Caparroso I. Benchmarking multi-task learning in predictive models for drug discovery International Joint Conference on Neural Networks (IJCNN) DOI Author Url Publisher Url
Conference presentation:
Comparative Analysis for Computer-Based Decision Support: Case Study of Knee Osteoarthritis., International Conference on Intelligent Data Engineering and Automated Learning, Manchester, UK, Oral presentation. 2019
Benchmarking multi-task learning in predictive models for drug discovery., International Joint Conference on Neural Networks, Budapest, Hungary, Oral presentation. 2019