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Academic Publications

Full list of peer-reviewed papers and conference abstracts. Find me on Google Scholar and ORCID for the live record.

Under Review

Under Review

Multi-horizon Machine Learning for Population-Level Hypertension Risk Stratification in the UK Biobank

European Heart Journal – Digital Health

PhD work, Liverpool John Moores University.

2025

Published 2025

Artificial Intelligence and Digital Twins for the Personalised Prediction of Hypertension Risk (scoping review)

A. Naik, J. Nalepa, A. M. Wijata, J. Mahon, D. Mistry, A. T. Knowles, E. A. Dawson, G. Y. H. Lip, I. Olier, S. Ortega-Martorell

Computers in Biology and Medicine, Vol. 196, Article 110718, 2025

DOI: 10.1016/j.compbiomed.2025.110718

2024 · Conference Abstracts

Published 2024

Development and Validation of a Deep Neural Network to Predict Antimicrobial Resistance in People with Cystic Fibrosis Using Routinely Collected Electronic Healthcare Record Data

J. Jiang, A. Naik, D. Nazareth, G. Lip, G. Hyde, I. Olier-Caparosso, S. Ortega-Martorell, F. Frost

Journal of Cystic Fibrosis, Vol. 23, Suppl. 2, Sept 2024, p. S53

DOI: 10.1016/s1569-1993(24)00941-x
Published 2024

Development and Validation of a Machine Learning Model to Predict Antimicrobial Resistance in People Living with Cystic Fibrosis Using Routinely Collected Electronic Healthcare Record Data

J. Jiang, A. Naik, D. Wat, D. Nazareth, I. Olier-Caparroso, S. Ortega-Martorell, F. Frost

Journal of Cystic Fibrosis, Vol. 23, June 2024, p. S147

DOI: 10.1016/s1569-1993(24)00558-7
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