Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Foresight—a generative pretrained transformer for modelling of patient timelines using electronic health records: a retrospective modelling study
Kraljevic, Z., Bean, D., Shek, A., Bendayan, R., Hemingway, H., Yeung, J. A., Deng, A., Baston, A., Ross, J., Idowu, E., Teo, J. T. & Dobson, R. J. B., Apr 2024, In: The Lancet Digital Health. 6, 4, p. e281-e290Research output: Contribution to journal › Article › peer-review
Open Access15 Citations (Scopus) -
Hospital-wide natural language processing summarising the health data of 1 million patients
Bean, D. M., Kraljevic, Z., Shek, A., Teo, J. & Dobson, R. J. B., May 2023, In: PLOS digital health. 2, 5, e0000218.Research output: Contribution to journal › Article › peer-review
Open Access9 Citations (Scopus) -
Hospital-wide natural language processing summarising the health data of 1 million patients
Bean, D. M., Kraljevic, Z., Shek, A., Teo, J. & Dobson, R. J. B., May 2023, In: PLOS digital health. 2, 5, e0000218.Research output: Contribution to journal › Article › peer-review
Open Access -
Implementation of the trial emulation approach in medical research: a scoping review
Scola, G., Chis Ster, A., Bean, D., Pareek, N., Emsley, R. & Landau, S., 16 Aug 2023, (E-pub ahead of print) In: BMC Medical Research Methodology. 23, 1, 186.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Citations (Scopus)55 Downloads (Pure) -
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes from Electronic Health Records Data
Ibrahim, Z. M., Bean, D., Searle, T., Qian, L., Wu, H., Shek, A., Kraljevic, Z., Galloway, J., Norton, S., Teo, J. T. & Dobson, R. J. B., Jan 2022, In: IEEE Journal of Biomedical and Health Informatics. 26, 1, p. 423-435 13 p.Research output: Contribution to journal › Article › peer-review
16 Citations (Scopus)
Projects
- 3 Finished
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Natural Language Processing based Artificial Intelligence Methods to Detect Heart Failure with preserved Ejection Fraction
Shah, A. (Primary Investigator), Bean, D. (Co-Investigator), Dobson, R. (Co-Investigator) & O'Gallagher, K. (Co-Investigator)
10/01/2023 → 9/01/2025
Project: Research
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UKRI CoA: Using Knowledge Graph Learning to Predict and Explain Patient Outcomes in Electronic Health Records
Bean, D. (Primary Investigator)
EPSRC Engineering and Physical Sciences Research Council
1/02/2021 → 30/09/2021
Project: Research
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Using Knowledge Graph Learning to Predict and Explain Patient Outcomes in Electronic Health Records
Bean, D. (Primary Investigator), Dobson, R. (Co-Investigator) & Curcin, V. (Co-Investigator)
14/02/2018 → 13/02/2021
Project: Research