Browse by People

Givnan, Sean, Chalmers, Carl ORCID: 0000-0003-0822-1150, Fergus, Paul ORCID: 0000-0002-7070-4447, Ortega-Martorell, Sandra ORCID: 0000-0001-9927-3209 and Whalley, Tom (2022) Anomaly Detection Using Autoencoder Reconstruction upon Industrial Motors. SENSORS, 22 (9). 3166-.

Mohammed, Sarah J, Zubaidi, Salah L, Ortega-Martorell, Sandra ORCID: 0000-0001-9927-3209, Al-Ansari, Nadhir, Ethaib, Saleem and Hashim, Khalid (2022) Application of hybrid machine learning models and data pre-processing to predict water level of watersheds: Recent trends and future perspective. COGENT ENGINEERING, 9 (1).

Zubaidi, Salah L, Al-Bdairi, Nabeel Saleem Saad, Ortega-Martorell, Sandra ORCID: 0000-0001-9927-3209, Ridha, Hussein Mohammed, Al-Ansari, Nadhir, Al-Bugharbee, Hussein, Hashim, Khalid and Gharghan, Sadik Kamel (2023) Assessing the Benefits of Nature-Inspired Algorithms for the Parameterization of ANN in the Prediction of Water Demand. JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT, 149 (1).

Wang, Ruoting, Olier, Ivan, Ortega-Martorell, Sandra ORCID: 0000-0001-9927-3209, Liu, Yingxin, Ye, Zebing, Lip, Gregory YH and Li, Guowei (2022) Association between metabolically healthy obesity and risk of atrial fibrillation: taking physical activity into consideration. CARDIOVASCULAR DIABETOLOGY, 21 (1). 208-.

Heseltine, Thomas, Murray, Scott, Ortega-Martorell, Sandra, Olier, Ivan, Lip, Gregory YH and Khoo, Saye ORCID: 0000-0002-2769-0967 (2021) Associations of Hepatosteatosis With Cardiovascular Disease in HIV-Positive and HIV-Negative Patients: The Liverpool HIV-Heart Project. JAIDS-JOURNAL OF ACQUIRED IMMUNE DEFICIENCY SYNDROMES, 87 (5). pp. 1221-1227.

Bellfield, Ryan AA, Ortega-Martorell, Sandra, Lip, Gregory YH ORCID: 0000-0002-7566-1626, Oxborough, David and Olier, Ivan (2022) The Athlete's Heart and Machine Learning: A Review of Current Implementations and Gaps for Future Research. JOURNAL OF CARDIOVASCULAR DEVELOPMENT AND DISEASE, 9 (11). 382-.

Ortega-Martorell, Sandra, Riley, Patrick, Olier, Ivan, Raidou, Renata G, Casana-Eslava, Raul, Rea, Marc, Shen, Li, Lisboa, Paulo JG and Palmieri, Carlo ORCID: 0000-0001-9496-2718 (2022) Breast cancer patient characterisation and visualisation using deep learning and fisher information networks. SCIENTIFIC REPORTS, 12 (1). 14004-.

Ortega-Martorell, Sandra, Pieroni, Mark, Johnston, Brian W ORCID: 0000-0003-1634-3297, Olier, Ivan and Welters, Ingeborg D ORCID: 0000-0001-8734-994X (2022) Development of a Risk Prediction Model for New Episodes of Atrial Fibrillation in Medical-Surgical Critically Ill Patients Using the AmsterdamUMCdb. Frontiers in cardiovascular medicine, 9. p. 897709.

Lisboa, Paulo JG, Jayabalan, Manoj, Ortega-Martorell, Sandra ORCID: 0000-0001-9927-3209, Olier, Ivan, Medved, Dennis and Nilsson, Johan (2022) Enhanced survival prediction using explainable artificial intelligence in heart transplantation. SCIENTIFIC REPORTS, 12 (1). 19525-.

Olier, Ivan, Ortega-Martorell, Sandra, Pieroni, Mark and Lip, Gregory YH ORCID: 0000-0002-7566-1626 (2021) How machine learning is impacting research in atrial fibrillation: implications for risk prediction and future management. CARDIOVASCULAR RESEARCH, 117 (7). pp. 1700-1717.

Pieroni, Mark, Olier, Ivan, Ortega-Martorell, Sandra, Johnston, Brian W ORCID: 0000-0003-1634-3297 and Welters, Ingeborg D ORCID: 0000-0001-8734-994X (2022) In-Hospital Mortality of Sepsis Differs Depending on the Origin of Infection: An Investigation of Predisposing Factors. Frontiers in medicine, 9. p. 915224.

Vinciguerra, Manlio ORCID: 0000-0002-1768-3894, Olier, Ivan, Ortega-Martorell, Sandra and Lip, Gregory YH ORCID: 0000-0002-7566-1626 (2022) New use for an old drug : Metformin and atrial fibrillation. CELL REPORTS MEDICINE, 3 (12). 100875-.

Heseltine, Thomas, Hughes, Elen, Mathew, Jean, Murray, Scott W, Ortega-Martorell, Sandra, Olier, Ivan, Dey, Damini, Lip, Gregory and Khoo, Saye ORCID: 0000-0002-2769-0967 The Relation of Epicardial Adipose Tissue and Cardiovascular Disease in HIV-Positive and HIV-Negative Patients: The Liverpool HIV-Heart Project.

Khudhair, Zahraa S, Zubaidi, Salah L, Ortega-Martorell, Sandra ORCID: 0000-0001-9927-3209, Al-Ansari, Nadhir, Ethaib, Saleem and Hashim, Khalid (2022) A Review of Hybrid Soft Computing and Data Pre-Processing Techniques to Forecast Freshwater Quality's Parameters: Current Trends and Future Directions. ENVIRONMENTS, 9 (7). p. 85.

Ortega-Martorell, Sandra ORCID: 0000-0001-9927-3209, Olier, Ivan, Johnston, Brian W ORCID: 0000-0003-1634-3297 and Welters, Ingeborg D ORCID: 0000-0001-8734-994X (2023) Sepsis-induced coagulopathy is associated with new episodes of atrial fibrillation in patients admitted to critical care in sinus rhythm. FRONTIERS IN MEDICINE, 10. 1230854-.

Heseltine, Thomas, Hughes, Elen, Mattew, Jean, Murray, Scott, Ortega-Martorell, Sandra ORCID: 0000-0001-9927-3209, Olier, Ivan, Dey, Damini, Lip, Gregory YH ORCID: 0000-0002-7566-1626 and Khoo, Saye ORCID: 0000-0002-2769-0967 (2023) The association of epicardial adipose tissue volume and density with coronary calcium in HIV-positive and HIV-negative patients. JOURNAL OF INFECTION, 86 (4). pp. 376-384.