| ClinicalCodes: an online clinical codes repository to improve the validity and reproducibility of research using electronic medical records DA Springate, E Kontopantelis, DM Ashcroft, I Olier, R Parisi, ... PloS one 9 (6), e99825, 2014 | 219 | 2014 |
| Urban water demand prediction for a city that suffers from climate change and population growth: Gauteng province case study SL Zubaidi, S Ortega-Martorell, H Al-Bugharbee, I Olier, KS Hashim, ... Water 12 (7), 1885, 2020 | 195 | 2020 |
| Multiproject–multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy JM García-Gómez, J Luts, M Juliŕ-Sapé, P Krooshof, S Tortajada, ... Magnetic Resonance Materials in Physics, Biology and Medicine 22, 5-18, 2009 | 169 | 2009 |
| A novel methodology for prediction urban water demand by wavelet denoising and adaptive neuro-fuzzy inference system approach SL Zubaidi, H Al-Bugharbee, S Ortega-Martorell, SK Gharghan, I Olier, ... Water 12 (6), 1628, 2020 | 130 | 2020 |
| Inequalities in physical comorbidity: a longitudinal comparative cohort study of people with severe mental illness in the UK S Reilly, I Olier, C Planner, T Doran, D Reeves, DM Ashcroft, L Gask, ... BMJ open 5 (12), e009010, 2015 | 123 | 2015 |
| Impact of co-morbid burden on mortality in patients with coronary heart disease, heart failure, and cerebrovascular accident: a systematic review and meta-analysis M Rashid, CS Kwok, CP Gale, P Doherty, I Olier, M Sperrin, ... European Heart Journal–Quality of Care and Clinical Outcomes 3 (1), 20-36, 2017 | 104 | 2017 |
| Meta-QSAR: a large-scale application of meta-learning to drug design and discovery I Olier, N Sadawi, GR Bickerton, J Vanschoren, C Grosan, L Soldatova, ... Machine Learning 107, 285-311, 2018 | 97 | 2018 |
| Primary care consultation rates among people with and without severe mental illness: a UK cohort study using the Clinical Practice Research Datalink E Kontopantelis, I Olier, C Planner, D Reeves, DM Ashcroft, L Gask, ... BMJ open 5 (12), e008650, 2015 | 81 | 2015 |
| Chitosan nanoparticles for enhancing drugs and cosmetic components penetration through the skin Q Ta, J Ting, S Harwood, N Browning, A Simm, K Ross, I Olier, ... European journal of pharmaceutical Sciences 160, 105765, 2021 | 77 | 2021 |
| Association of different antiplatelet therapies with mortality after primary percutaneous coronary intervention I Olier, A Sirker, DJR Hildick-Smith, T Kinnaird, P Ludman, MA De Belder, ... Heart 104 (20), 1683-1690, 2018 | 76* | 2018 |
| A genomewide screen for tolerance to cationic drugs reveals genes important for potassium homeostasis in Saccharomyces cerevisiae L Barreto, D Canadell, S Petrezsélyová, C Navarrete, L Marešová, ... Eukaryotic cell 10 (9), 1241-1250, 2011 | 71 | 2011 |
| The INTERPRET Decision-Support System version 3.0 for evaluation of Magnetic Resonance Spectroscopy data from human brain tumours and other abnormal brain masses A Pérez-Ruiz, M Juliŕ-Sapé, G Mercadal, I Olier, C Majós, C Arús BMC bioinformatics 11, 1-12, 2010 | 65 | 2010 |
| How machine learning is impacting research in atrial fibrillation: implications for risk prediction and future management I Olier, S Ortega-Martorell, M Pieroni, GYH Lip Cardiovascular research 117 (7), 1700-1717, 2021 | 60 | 2021 |
| Can analyses of electronic patient records be independently and externally validated? The effect of statins on the mortality of patients with ischaemic heart disease: a cohort … D Reeves, DA Springate, DM Ashcroft, R Ryan, T Doran, R Morris, I Olier, ... BMJ open 4 (4), e004952, 2014 | 51 | 2014 |
| SpectraClassifier 1.0: a user friendly, automated MRS-based classifier-development system S Ortega-Martorell, I Olier, M Juliŕ-Sapé, C Arús BMC bioinformatics 11, 1-14, 2010 | 50 | 2010 |
| Advances in clustering and visualization of time series using GTM through time I Olier, A Vellido Neural networks 21 (7), 904-913, 2008 | 46 | 2008 |
| Review of early hospitalisation after percutaneous coronary intervention CS Kwok, W Hulme, I Olier, E Holroyd, MA Mamas International journal of cardiology 227, 370-377, 2017 | 35 | 2017 |
| MRSI‐based molecular imaging of therapy response to temozolomide in preclinical glioblastoma using source analysis T Delgado‐Gońi, S Ortega‐Martorell, M Ciezka, I Olier, AP Candiota, ... NMR in Biomedicine 29 (6), 732-743, 2016 | 35 | 2016 |
| Kernel generative topographic mapping. I Olier, A Vellido, J Giraldo ESANN 2010, 481-486, 2010 | 31 | 2010 |
| Transformational machine learning: Learning how to learn from many related scientific problems I Olier, OI Orhobor, T Dash, AM Davis, LN Soldatova, J Vanschoren, ... Proceedings of the National Academy of Sciences 118 (49), e2108013118, 2021 | 29 | 2021 |
Sandra Ortega-MartorellProfessor of Data Science, Liverpool John Moores UniversityVerified email at ljmu.ac.uk
