| on behalf of the AddNeuroMed C (2012) Mitochondrial dysfunction and immune activation are detectable in early Alzheimer’s disease blood K Lunnon, Z Ibrahim, P Proitsi, A Lourdusamy, S Newhouse, M Sattlecker, ... J Alzheimers Dis 30, 685-710, 2012 | 162* | 2012 |
| Multi-domain clinical natural language processing with MedCAT: the medical concept annotation toolkit Z Kraljevic, T Searle, A Shek, L Roguski, K Noor, D Bean, A Mascio, L Zhu, ... Artificial intelligence in medicine 117, 102083, 2021 | 150 | 2021 |
| Knowledge graph prediction of unknown adverse drug reactions and validation in electronic health records DM Bean, H Wu, E Iqbal, O Dzahini, ZM Ibrahim, M Broadbent, R Stewart, ... Scientific reports 7 (1), 16416, 2017 | 131 | 2017 |
| SemEHR: A general-purpose semantic search system to surface semantic data from clinical notes for tailored care, trial recruitment, and clinical research H Wu, G Toti, KI Morley, ZM Ibrahim, A Folarin, R Jackson, I Kartoglu, ... Journal of the American Medical Informatics Association 25 (5), 530-537, 2018 | 130 | 2018 |
| Identification of adverse drug events from free text electronic patient records and information in a large mental health case register E Iqbal, R Mallah, RG Jackson, M Ball, ZM Ibrahim, M Broadbent, ... PloS one 10 (8), e0134208, 2015 | 79 | 2015 |
| On classifying sepsis heterogeneity in the ICU: insight using machine learning ZM Ibrahim, H Wu, A Hamoud, L Stappen, RJB Dobson, A Agarossi Journal of the American Medical Informatics Association 27 (3), 437-443, 2020 | 68 | 2020 |
| Comparing natural language processing techniques for Alzheimer's dementia prediction in spontaneous speech T Searle, Z Ibrahim, R Dobson arXiv preprint arXiv:2006.07358, 2020 | 59 | 2020 |
| An epigenome-wide association study of Alzheimer's disease blood highlights robust DNA hypermethylation in the HOXB6 gene JAY Roubroeks, AR Smith, RG Smith, E Pishva, Z Ibrahim, M Sattlecker, ... Neurobiology of Aging 95, 26-45, 2020 | 51 | 2020 |
| The side effect profile of Clozapine in real world data of three large mental health hospitals E Iqbal, R Govind, A Romero, O Dzahini, M Broadbent, R Stewart, T Smith, ... PloS one 15 (12), e0243437, 2020 | 47 | 2020 |
| ADEPt, a semantically-enriched pipeline for extracting adverse drug events from free-text electronic health records E Iqbal, R Mallah, D Rhodes, H Wu, A Romero, N Chang, O Dzahini, ... PloS one 12 (11), e0187121, 2017 | 46 | 2017 |
| How data science can advance mental health research TC Russ, E Woelbert, KAS Davis, JD Hafferty, Z Ibrahim, B Inkster, A John, ... Nature human behaviour 3 (1), 24-32, 2019 | 45 | 2019 |
| Improving RNN with attention and embedding for adverse drug reactions C Pandey, Z Ibrahim, H Wu, E Iqbal, R Dobson Proceedings of the 2017 international conference on digital health, 67-71, 2017 | 42 | 2017 |
| GEOexplorer: a webserver for gene expression analysis and visualisation GP Hunt, L Grassi, R Henkin, F Smeraldi, TP Spargo, R Kabiljo, S Koks, ... Nucleic acids research 50 (W1), W367-W374, 2022 | 39 | 2022 |
| Experimental evaluation and development of a silver-standard for the MIMIC-III clinical coding dataset T Searle, Z Ibrahim, RJB Dobson arXiv preprint arXiv:2006.07332, 2020 | 35 | 2020 |
| Estimating redundancy in clinical text T Searle, Z Ibrahim, J Teo, R Dobson Journal of biomedical informatics 124, 103938, 2021 | 23 | 2021 |
| Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models T Searle, Z Ibrahim, J Teo, RJB Dobson Journal of Biomedical Informatics 141, 104358, 2023 | 22 | 2023 |
| A knowledge distillation ensemble framework for predicting short-and long-term hospitalization outcomes from electronic health records data ZM Ibrahim, D Bean, T Searle, L Qian, H Wu, A Shek, Z Kraljevic, ... IEEE Journal of Biomedical and Health Informatics 26 (1), 423-435, 2021 | 20 | 2021 |
| A multi-agent platform for automating the collection of patient-provided clinical feedback ZM Ibrahim, L Fernández de la Cruz, A Stringaris, R Goodman, M Luck, ... proceedings of the 2015 international conference on autonomous agents and …, 2015 | 19 | 2015 |
| Spatio-temporal reasoning for vague regions ZM Ibrahim, AY Tawfik Advances in Artificial Intelligence: 17th Conference of the Canadian Society …, 2004 | 15 | 2004 |
| Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2 H Wu, H Zhang, A Karwath, Z Ibrahim, T Shi, X Zhang, K Wang, J Sun, ... Journal of the American Medical Informatics Association 28 (4), 791-800, 2021 | 13 | 2021 |
Professor Richard DobsonGroup lead and Professor in Bioinformatics, Kings College London and UCLVerified email at kcl.ac.uk
