2025

Pham, Minh-Khoi ORCID: 0000-0003-3211-9076, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126, Brennan, Rob ORCID: 0000-0001-8236-362X, Ward, Marie E. ORCID: 0000-0002-6638-8461, Geary, Una ORCID: 0000-0001-7052-5863, Byrne, Declan, O’Connell, Brian, Bergin, Colm ORCID: 0000-0002-6651-1132, Creagh, Donnacha, McDonald, Nick and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2025) Explainable AI for infection prevention and control: modeling CPE acquisition and patient outcomes in an Irish hospital with transformers. BMC Medical Informatics and Decision Making, 25 (391). ISSN 1472-6947

Pham, Minh-Khoi ORCID: 0000-0003-3211-9076, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126, Brennan, Rob ORCID: 0000-0001-8236-362X, Ward, Marie E. ORCID: 0000-0002-6638-8461, Geary, Una ORCID: 0000-0001-7052-5863, Byrne, Declan, O'Connell, Brian ORCID: 0000-0001-6401-6421, Bergin, Colm ORCID: 0000-0002-6651-1132, Creagh, Donnacha, McDonald, Nick and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2025) Explainable AI for Infection Prevention and Control: Modeling CPE Acquisition and Patient Outcomes in an Irish Hospital with Transformers. BMC Medical Informatics and Decision Making, 25 (391). pp. 1-16. ISSN 1472-6947

2024

Pham, Minh-Khoi ORCID: 0000-0003-3211-9076, Mai, Tai Tan ORCID: 0000-0001-6657-0872, Crane, Martin ORCID: 0000-0001-7598-3126, Ebiele, Malick, Brennan, Rob ORCID: 0000-0001-8236-362X, Ward, Marie E. ORCID: 0000-0002-6638-8461, Geary, Una, McDonald, Nick and Bezbradica, Marija ORCID: 0000-0001-9366-5113 (2024) Forecasting Patient Early Readmission from Irish Hospital Discharge Records Using Conventional Machine Learning Models. MDPI Diagnostics, 14 (21). pp. 1-19. ISSN 2075-4418

2022

Vining, Rebecca ORCID: 0000-0002-2715-8129, McDonald, Nick, McKenna, Lucy ORCID: 0000-0002-6035-7656, Ward, Marie E. ORCID: 0000-0002-6638-8461, Doyle, Brian ORCID: 0000-0002-9106-9526, Liang, Junli, Hernandez, Julio ORCID: 0000-0003-1347-9631, Guilfoyle, John, Shuhaiber, Arwa, Geary, Una, Fogarty, Mary and Brennan, Rob ORCID: 0000-0001-8236-362X (2022) Developing a framework for trustworthy AI-supported knowledge management in the governance of risk and change. In: 24th International Conference on Human-Computer Interaction (HCI'22), 26 Jun - 1 Jul 2022, Virtual. ISBN 978-3-031-17614-2

2021

McDonald, Nick, McKenna, Lucy ORCID: 0000-0002-6035-7656, Vining, Rebecca ORCID: 0000-0002-2715-8129, Doyle, Brian ORCID: 0000-0002-9106-9526, Liang, Junli, Ward, Marie E. ORCID: 0000-0002-6638-8461, Ulfvengren, Pernilla ORCID: 0000-0002-9709-540X, Geary, Una, Guilfoyle, John, Shuhaiber, Arwa, Hernandez, Julio ORCID: 0000-0003-1347-9631, Fogarty, Mary, Healy, Una, Tallon, Christopher and Brennan, Rob ORCID: 0000-0001-8236-362X (2021) Evaluation of an Access-Risk-Knowledge (ARK) Platform for Governance of Risk and Change in Complex Socio-Technical systems. International Journal of Environmental Research and Public Health, 18 (23). ISSN 1660-4601