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

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