| Angiotensin‐converting enzyme inhibitors and angiotensin II receptor blockers are not associated with severe COVID‐19 infection in a multi‐site UK acute hospital trust DM Bean, Z Kraljevic, T Searle, R Bendayan, OG Kevin, A Pickles, ... European journal of heart failure 22 (6), 967-974, 2020 | 254* | 2020 |
| 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 | 156* | 2021 |
| Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study E Carr, R Bendayan, D Bean, M Stammers, W Wang, H Zhang, T Searle, ... BMC medicine 19 (1), 1-16, 2021 | 149 | 2021 |
| AI chatbots not yet ready for clinical use J Au Yeung, Z Kraljevic, A Luintel, A Balston, E Idowu, RJ Dobson, JT Teo Frontiers in digital health 5, 1161098, 2023 | 76 | 2023 |
| Comparative analysis of text classification approaches in electronic health records A Mascio, Z Kraljevic, D Bean, R Dobson, R Stewart, R Bendayan, ... arXiv preprint arXiv:2005.06624, 2020 | 49 | 2020 |
| MedCATTrainer: a biomedical free text annotation interface with active learning and research use case specific customisation T Searle, Z Kraljevic, R Bendayan, D Bean, R Dobson arXiv preprint arXiv:1907.07322, 2019 | 45 | 2019 |
| MedGPT: Medical concept prediction from clinical narratives Z Kraljevic, A Shek, D Bean, R Bendayan, J Teo, R Dobson arXiv preprint arXiv:2107.03134, 2021 | 28 | 2021 |
| Inpatient COVID-19 mortality has reduced over time: results from an observational cohort K Bechman, M Yates, K Mann, D Nagra, LJ Smith, AI Rutherford, A Patel, ... PloS one 17 (1), e0261142, 2022 | 25 | 2022 |
| Supplementing the National Early Warning Score (NEWS2) for anticipating early deterioration among patients with COVID-19 infection E Carr, R Bendayan, K O’Gallagher, D Bean, A Pickles, D Stahl, R Zakeri, ... MedRxiv, 2020 | 20 | 2020 |
| Foresight—a generative pretrained transformer for modelling of patient timelines using electronic health records: a retrospective modelling study Z Kraljevic, D Bean, A Shek, R Bendayan, H Hemingway, JA Yeung, ... The Lancet Digital Health 6 (4), e281-e290, 2024 | 17* | 2024 |
| 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 | 16 | 2021 |
| Biological responses to COVID-19: Insights from physiological and blood biomarker profiles R Zakeri, A Pickles, E Carr, DM Bean, K O’Gallagher, Z Kraljewic, ... Current research in translational medicine 69 (2), 103276, 2021 | 16 | 2021 |
| Mapping multimorbidity in individuals with schizophrenia and bipolar disorders: evidence from the South London and Maudsley NHS Foundation Trust Biomedical Research Centre … R Bendayan, Z Kraljevic, S Shaari, J Das-Munshi, L Leipold, J Chaturvedi, ... BMJ open 12 (1), e054414, 2022 | 12 | 2022 |
| Investigating the association between physical health comorbidities and disability in individuals with severe mental illness L Mirza, J Das-Munshi, J Chaturvedi, H Wu, Z Kraljevic, T Searle, S Shaari, ... European Psychiatry 64 (1), e77, 2021 | 9 | 2021 |
| Hospital-wide natural language processing summarising the health data of 1 million patients DM Bean, Z Kraljevic, A Shek, J Teo, RJB Dobson PLOS digital health 2 (5), e0000218, 2023 | 7 | 2023 |
| Diagnostic signature for heart failure with preserved ejection fraction (HFpEF): a machine learning approach using multi-modality electronic health record data N Farajidavar, K O’Gallagher, D Bean, A Nabeebaccus, R Zakeri, ... BMC Cardiovascular Disorders 22 (1), 567, 2022 | 6 | 2022 |
| Regional performance variation in external validation of four prediction models for severity of COVID-19 at hospital admission: An observational multi-centre cohort study KE Wickstrøm, V Vitelli, E Carr, AR Holten, R Bendayan, AH Reiner, ... Plos one 16 (8), e0255748, 2021 | 5 | 2021 |
| Natural language word embeddings as a glimpse into healthcare language and associated mortality surrounding end of life IS Lau, Z Kraljevic, M Al-Agil, S Charing, A Quarterman, H Parkes, ... BMJ health & care informatics 28 (1), 2021 | 4* | 2021 |
| Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey L Torbarina, T Ferkovic, L Roguski, V Mihelcic, B Sarlija, Z Kraljevic arXiv preprint arXiv:2308.08234, 2023 | 2 | 2023 |
| Artificial intelligence (AI) for neurologists: do digital neurones dream of electric sheep? JA Yeung, YY Wang, Z Kraljevic, JTH Teo Practical neurology 23 (6), 476-488, 2023 | 1 | 2023 |
Professor Richard DobsonGroup lead and Professor in Bioinformatics, Kings College London and UCL在 kcl.ac.uk 的电子邮件经过验证
