Research output per year
Research output per year
Personal profile
Biographical details
Zina Ibrahim is an Artificial Intelligence research scientist with interest in improving people's health. Currently, she is a Senior Lecturer (Associate Professor) in Artificial Intelligence for Medicine at the Department of Biostatistics and Health Informatics, King’s College London. Zina’s research spans theoretical foundations and applications of knowledge representation, machine learning, and multi-agent systems, specifically in biological knowledge discovery, healthcare delivery, and e-health infrastructures.
After completing a BSc (Honours) in Software Engineering in 2003, Zina’s interest in AI kick-started her academic career as she obtained her MSc (2004) and PhD (2010) in Artificial Intelligence from the University of Windsor, Canada. Zina has been a Lecturer since December 2016.
Research interests
- Knowledge-based AI systems
- Temporal knowledge representation and reasoning
- Machine learning
- Multi-agent systems
Keywords
- QA75 Electronic computers. Computer science
- Artificial Intelligence
- Healthcare Informatics
- Bioinformatics
- agents
- intelligent systems
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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SDG 3 Good Health and Well-being -
SDG 11 Sustainable Cities and Communities
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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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A Proposed Rubric for Evaluating Expressed Clinical Reasoning in Large Language Model Responses
Jiang, Z. J., Ibrahim, Z. & Teo, J. T., 29 Sept 2026.Research output: Working paper/Preprint › Preprint
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A rubric landscape for evaluating clinical reasoning in large language models: what exists, what is missing, and what needs to be combined
Jiang, Z. J., Ibrahim, Z. & Teo, J. T., 1 Oct 2026.Research output: Working paper/Preprint › Preprint
File1 Downloads (Pure) -
Evaluation of the FI-Lab, a laboratory-based, automated frailty index for acute care: A multicohort study
Ellis, H. L., Hanlon, P., Dunnell, L., Whyte, M., Davis, D. H. J., Bates, J., Jafri, A., Shamsutdinova, D., Teo, J. T., Ibrahim, Z. & Rockwood, K., 3 Sept 2026, In: PLoS Medicine. 23, 9, p. e1005004 e1005004.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Hyperactivity in context: Comparing actigraphy and informant ratings across the school week
Morris, A., Howard, D., Shortland, A., Qian, L., Ibrahim, Z., Hind, J., Telesia, L., Matcham, F., Sonuga-Barke, E. & Downs, J., 15 Aug 2026, In: Journal of child psychology and psychiatry.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
Can laboratory test-based frailty indices contribute to frailty screening in emergency departments?
Logan Ellis, H., Dunnell, L., Whitney, J., Jennings, C., Wilson, D., Tippett, J., Teo, J., Ibrahim, Z. & Rockwood, K., 31 Jul 2025, In: Age and Ageing. 54, 7, afaf192.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)97 Downloads (Pure)
Projects
- 5 Finished
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Assessing the Feasibility of a Neurosymbolic methodology for Bias Mitigation of Cardiac Arrest Early Warning in General Wards
Ibrahim, Z. (Primary Investigator) & Galloway, J. (Co-Investigator)
1/05/2024 → 31/03/2025
Project: Research
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OPTIMA: On-Line Parent Training for the Initial Management of ADHD referral
Sonuga-Barke, E. (Primary Investigator), Simonoff, E. (Co-Investigator), Downs, J. (Co-Investigator), Ibrahim, Z. (Co-Investigator), Byford, S. (Co-Investigator) & Goldsmith, K. (Co-Investigator)
NIHR National Institute For Health & Care Research
1/10/2019 → 30/09/2025
Project: Research
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MultiProCare - MULTIdisciplinary training for PROfessionals in elderly CARE
Miles, S. (Primary Investigator), Dobson, R. (Co-Investigator), Ibrahim, Z. (Co-Investigator) & Stewart, R. (Co-Investigator)
1/10/2016 → 30/09/2020
Project: Research
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Me_Health_e: testing the added value of electronic outcome measurement in CAMHS
Simonoff, E. (Primary Investigator), Dobson, R. (Co-Investigator), Downs, J. (Co-Investigator), Ibrahim, Z. (Co-Investigator), Stringaris, A. (Co-Investigator) & Vidal-Ribas Belil, P. (Co-Investigator)
1/06/2016 → 31/05/2018
Project: Research
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A Virtual Companion to Psychiatric Patients
Ibrahim, Z. (Primary Investigator), Dobson, R. (Co-Investigator) & Stringaris, A. (Co-Investigator)
1/12/2015 → 1/12/2018
Project: Research