Article

Aikodon, N, Ortega-Martorell, S and Olier-Caparroso, I (2023) Predicting Decompensation Risk in Intensive Care Unit Patients Using Machine Learning. Algorithms, 17 (1). ISSN 1999-4893

Ortega-Martorell, S, Bellfield, RAA, Harrison, S, Drewery, D, Williams, N and Olier-Caparroso, I (2023) Mapping the global free expression landscape using machine learning. SN Applied Sciences, 5 (354). ISSN 2523-3963

Ortega Martorell, S, Riley, P, Olier-Caparroso, I, Raidou, RG, Casaña-Eslava, RV, Rea, M, Shen, L, Lisboa, PJG and Palmieri, C (2022) Breast cancer patient characterisation and visualisation using deep learning and fisher information networks. Scientific Reports, 12 (1). p. 14004. ISSN 2045-2322

Pieroni, M, Olier-Caparroso, I, Ortega Martorell, S, Johnston, B and Welters, I (2022) In-hospital mortality of sepsis differs depending on the origin of infection: an investigation of predisposing factors. Frontiers in Medicine - Intensive care medicine and anesthesiology, 9. ISSN 2296-858X

Heseltine, T, Murray, S, Ortega Martorell, S, Olier-Caparroso, I, Lip, GYH and Khoo, S (2021) Associations of Hepatosteatosis with Cardiovascular Disease in HIV Positive and HIV Negative Patients: The Liverpool HIV-Heart Project. Journal of Acquired Immune Deficiency Syndromes, 87 (5). pp. 1221-1227. ISSN 1525-4135

Zubaidi, S, Ortega Martorell, S, Al-Bugharbee, H, Olier-Caparroso, I, Hashim, KS, Gharghan, SK, Kot, P and Al Khaddar, RM (2020) Urban Water Demand Prediction for a City that Suffers from Climate Change and Population Growth: Gauteng Province case study. Water, 12 (7). ISSN 2073-4441

Conference or Workshop Item

Walters, B, Ortega Martorell, S, Olier-Caparroso, I and Lisboa, P (2022) Towards interpretable machine learning for clinical decision support. In: Proceedings of the International Joint Conference on Neural Networks . (International Joint Conference on Neural Networks, Padua, Italy).

Olier-Caparroso, I, Sansom, A, Lisboa, P and Ortega-Martorell, S (2021) Using MLP partial responses to explain in-hospital mortality in ICU. In: 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy (ICDABI) . (2020 International Conference on Data Analytics for Business and Industry, 26 October 2020 - 27 October 2020, Sakheer, Bahrain).